$summary mean se_mean sd 2.5% b0 3.089301e+00 7.562822e-04 2.103316e-02 3.048135e+00 b_roach1 6.981665e-03 2.208316e-06 8.626065e-05 6.812993e-03 b_treatment -5.171591e-01 9.708135e-04 2.517064e-02 -5.680128e-01 b_senior -3.787081e-01 1.262880e-03 3.565831e-02 -4.514721e-01 loglambda[1] 4.499351e+00 7.427411e-04 2.460466e-02 4.450874e+00 loglambda[2] 4.373993e+00 7.685193e-04 2.581839e-02 4.323749e+00 loglambda[3] 2.583801e+00 7.328623e-04 2.345813e-02 2.537378e+00 loglambda[4] 2.593087e+00 7.315238e-04 2.339882e-02 2.546843e+00 loglambda[5] 2.719637e+00 7.325294e-04 2.344337e-02 2.673300e+00 loglambda[6] 2.572142e+00 7.345557e-04 2.353318e-02 2.525279e+00 loglambda[7] 2.837715e+00 6.768124e-04 2.101351e-02 2.795950e+00 loglambda[8] 3.156410e+00 6.802533e-04 2.115839e-02 3.114087e+00 loglambda[9] 3.096283e+00 7.547043e-04 2.098173e-02 3.055168e+00 loglambda[10] 3.320576e+00 7.344808e-04 2.033464e-02 3.280920e+00 loglambda[11] 4.054516e+00 5.795823e-04 1.687781e-02 4.019665e+00 loglambda[12] 3.201008e+00 7.314189e-04 2.023877e-02 3.161450e+00 loglambda[13] 3.766522e+00 6.210346e-04 1.738077e-02 3.731457e+00 loglambda[14] 3.550361e+00 6.198688e-04 1.736012e-02 3.515345e+00 loglambda[15] 3.396494e+00 6.900690e-04 1.901050e-02 3.358719e+00 loglambda[16] 6.007907e+00 6.981579e-04 3.120083e-02 5.943758e+00 loglambda[17] 3.122175e+00 7.006072e-04 1.931041e-02 3.084013e+00 loglambda[18] 3.612926e+00 6.480418e-04 1.793418e-02 3.576737e+00 loglambda[19] 3.103264e+00 7.531294e-04 2.093053e-02 3.062304e+00 loglambda[20] 5.480521e+00 5.755571e-04 2.393019e-02 5.431776e+00 loglambda[21] 3.246388e+00 7.215631e-04 1.993430e-02 3.207458e+00 loglambda[22] 3.117228e+00 7.499891e-04 2.082883e-02 3.076521e+00 loglambda[23] 3.745577e+00 6.245656e-04 1.744511e-02 3.710573e+00 loglambda[24] 3.857638e+00 5.849357e-04 1.690612e-02 3.822775e+00 loglambda[25] 3.647834e+00 6.416835e-04 1.779215e-02 3.611901e+00 loglambda[26] 3.752559e+00 6.233831e-04 1.742326e-02 3.717489e+00 loglambda[27] 3.104442e+00 7.043081e-04 1.941806e-02 3.066110e+00 loglambda[28] 3.221953e+00 7.268518e-04 2.009687e-02 3.182560e+00 loglambda[29] 3.263843e+00 7.178121e-04 1.982018e-02 3.225094e+00 loglambda[30] 3.490747e+00 6.712399e-04 1.850201e-02 3.453538e+00 loglambda[31] 3.111014e+00 7.513850e-04 2.087397e-02 3.070235e+00 loglambda[32] 3.162608e+00 7.398714e-04 2.050483e-02 3.122625e+00 loglambda[33] 3.417439e+00 6.858184e-04 1.889248e-02 3.379820e+00 loglambda[34] 3.107663e+00 7.521389e-04 2.089839e-02 3.066811e+00 loglambda[35] 4.513561e+00 5.397414e-04 1.759955e-02 4.477733e+00 loglambda[36] 3.089301e+00 7.562822e-04 2.103316e-02 3.048135e+00 loglambda[37] 3.089301e+00 7.562822e-04 2.103316e-02 3.048135e+00 loglambda[38] 4.585392e+00 5.331646e-04 1.896542e-02 4.547824e+00 loglambda[39] 4.073429e+00 6.464789e-04 1.789867e-02 4.037329e+00 loglambda[40] 3.550701e+00 7.329481e-04 2.028658e-02 3.511140e+00 loglambda[41] 3.193188e+00 7.331319e-04 2.029233e-02 3.153616e+00 loglambda[42] 3.445366e+00 6.802092e-04 1.873953e-02 3.407971e+00 loglambda[43] 3.194026e+00 7.329481e-04 2.028658e-02 3.154465e+00 loglambda[44] 3.232695e+00 6.781231e-04 1.868349e-02 3.195356e+00 loglambda[45] 3.185299e+00 7.348645e-04 2.034669e-02 3.145620e+00 loglambda[46] 3.097469e+00 7.544363e-04 2.097301e-02 3.056368e+00 loglambda[47] 3.096283e+00 7.547043e-04 2.098173e-02 3.055168e+00 loglambda[48] 3.103264e+00 7.531294e-04 2.093053e-02 3.062304e+00 loglambda[49] 3.089301e+00 7.562822e-04 2.103316e-02 3.048135e+00 loglambda[50] 3.103264e+00 7.531294e-04 2.093053e-02 3.062304e+00 loglambda[51] 3.236796e+00 7.531294e-04 2.093053e-02 3.195836e+00 loglambda[52] 3.432282e+00 7.103783e-04 1.959707e-02 3.393754e+00 loglambda[53] 3.138173e+00 7.453024e-04 2.067803e-02 3.097861e+00 loglambda[54] 3.214971e+00 7.283707e-04 2.014391e-02 3.175447e+00 loglambda[55] 2.880121e+00 7.531294e-04 2.093053e-02 2.839161e+00 loglambda[56] 4.946424e+00 5.354997e-04 1.980264e-02 4.906724e+00 loglambda[57] 3.697339e+00 6.548717e-04 2.023505e-02 3.657324e+00 loglambda[58] 4.331521e+00 6.922810e-04 2.215864e-02 4.288135e+00 loglambda[59] 2.829600e+00 7.336616e-04 2.349355e-02 2.782969e+00 loglambda[60] 5.172812e+00 8.239668e-04 2.819517e-02 5.118057e+00 loglambda[61] 2.865372e+00 6.964928e-04 2.185668e-02 2.821732e+00 loglambda[62] 2.445282e+00 7.161430e-04 2.271859e-02 2.400353e+00 loglambda[63] 4.408320e+00 7.007761e-04 2.257854e-02 4.364252e+00 loglambda[64] 3.166193e+00 7.029857e-04 2.214012e-02 3.121755e+00 loglambda[65] 2.584360e+00 7.327815e-04 2.345455e-02 2.537957e+00 loglambda[66] 3.803216e+00 6.686061e-04 2.096279e-02 3.762179e+00 loglambda[67] 2.663811e+00 7.216288e-04 2.296086e-02 2.618337e+00 loglambda[68] 3.647318e+00 6.522284e-04 2.007814e-02 3.607391e+00 loglambda[69] 2.718757e+00 7.143165e-04 2.263804e-02 2.673874e+00 loglambda[70] 4.108108e+00 6.719147e-04 2.113284e-02 4.066612e+00 loglambda[71] 2.839679e+00 6.994332e-04 2.198483e-02 2.795808e+00 loglambda[72] 4.522353e+00 7.942246e-04 2.701039e-02 4.469809e+00 loglambda[73] 2.621013e+00 7.275528e-04 2.322294e-02 2.574926e+00 loglambda[74] 2.600068e+00 7.305234e-04 2.335449e-02 2.553864e+00 loglambda[75] 2.987551e+00 6.836224e-04 2.130154e-02 2.945115e+00 loglambda[76] 2.624504e+00 7.270623e-04 2.320122e-02 2.578438e+00 loglambda[77] 3.611547e+00 6.565726e-04 2.021947e-02 3.571538e+00 loglambda[78] 3.772988e+00 6.544750e-04 2.021279e-02 3.733178e+00 loglambda[79] 2.662903e+00 7.217523e-04 2.296632e-02 2.617411e+00 loglambda[80] 2.697812e+00 7.170644e-04 2.275925e-02 2.652860e+00 loglambda[81] 2.572142e+00 7.345557e-04 2.353318e-02 2.525279e+00 loglambda[82] 2.760647e+00 7.089691e-04 2.240263e-02 2.715903e+00 loglambda[83] 3.605428e+00 6.520116e-04 2.005978e-02 3.565576e+00 loglambda[84] 2.929087e+00 7.046668e-04 2.221377e-02 2.884495e+00 loglambda[85] 2.767628e+00 7.080973e-04 2.236432e-02 2.722908e+00 loglambda[86] 2.572142e+00 7.345557e-04 2.353318e-02 2.525279e+00 loglambda[87] 2.767628e+00 7.080973e-04 2.236432e-02 2.722908e+00 loglambda[88] 1.970290e+00 9.755910e-04 3.136206e-02 1.905620e+00 loglambda[89] 2.068033e+00 9.805512e-04 3.124678e-02 2.003135e+00 loglambda[90] 2.228342e+00 9.772542e-04 3.131559e-02 2.163821e+00 loglambda[91] 2.193434e+00 9.755910e-04 3.136206e-02 2.128764e+00 loglambda[92] 2.542233e+00 1.034096e-03 3.161656e-02 2.479155e+00 loglambda[93] 2.381939e+00 9.859944e-04 3.118125e-02 2.317672e+00 loglambda[94] 3.115013e+00 1.057832e-03 3.211578e-02 3.050078e+00 loglambda[95] 3.994703e+00 1.197759e-03 3.631778e-02 3.922925e+00 loglambda[96] 2.200415e+00 9.759139e-04 3.135230e-02 2.135899e+00 loglambda[97] 2.207397e+00 9.762418e-04 3.134277e-02 2.143013e+00 loglambda[98] 2.235324e+00 9.776013e-04 3.130700e-02 2.170643e+00 loglambda[99] 1.991235e+00 9.765744e-04 3.133348e-02 1.926835e+00 loglambda[100] 2.060228e+00 9.765744e-04 3.133348e-02 1.995828e+00 loglambda[101] 2.193434e+00 9.755910e-04 3.136206e-02 2.128764e+00 loglambda[102] 2.193434e+00 9.755910e-04 3.136206e-02 2.128764e+00 loglambda[103] 2.193434e+00 9.755910e-04 3.136206e-02 2.128764e+00 loglambda[104] 2.202161e+00 9.759954e-04 3.134990e-02 2.137683e+00 loglambda[105] 2.193434e+00 9.755910e-04 3.136206e-02 2.128764e+00 loglambda[106] 2.305140e+00 9.813364e-04 3.123409e-02 2.240479e+00 loglambda[107] 1.751896e+00 1.008283e-03 3.123849e-02 1.688431e+00 loglambda[108] 1.977272e+00 9.759139e-04 3.135230e-02 1.912756e+00 loglambda[109] 2.452635e+00 9.821407e-04 3.122234e-02 2.388045e+00 loglambda[110] 3.056856e+00 1.050457e-03 3.194900e-02 2.992208e+00 loglambda[111] 1.984253e+00 9.762418e-04 3.134277e-02 1.919869e+00 loglambda[112] 2.769421e+00 1.017972e-03 3.135434e-02 2.707037e+00 loglambda[113] 5.839958e-01 9.755910e-04 3.136206e-02 5.193259e-01 loglambda[114] 2.202161e+00 9.759954e-04 3.134990e-02 2.137683e+00 loglambda[115] 3.387298e+00 1.095695e-03 3.309354e-02 3.320813e+00 loglambda[116] 2.834909e+00 1.024775e-03 3.145557e-02 2.772403e+00 loglambda[117] 2.228342e+00 9.772542e-04 3.131559e-02 2.163821e+00 loglambda[118] 2.242305e+00 9.779533e-04 3.129865e-02 2.177496e+00 loglambda[119] 2.193434e+00 9.755910e-04 3.136206e-02 2.128764e+00 loglambda[120] 2.221360e+00 9.769119e-04 3.132442e-02 2.156863e+00 loglambda[121] 2.568698e+00 9.996724e-04 3.117315e-02 2.505391e+00 loglambda[122] 3.290854e+00 1.063359e-03 3.224663e-02 3.225515e+00 loglambda[123] 2.333947e+00 9.759139e-04 3.135230e-02 2.269431e+00 loglambda[124] 2.202161e+00 9.759954e-04 3.134990e-02 2.137683e+00 loglambda[125] 2.165777e+00 9.864461e-04 3.117788e-02 2.101626e+00 loglambda[126] 2.298159e+00 9.809414e-04 3.124031e-02 2.233379e+00 loglambda[127] 1.976434e+00 9.758749e-04 3.135346e-02 1.911899e+00 loglambda[128] 2.193434e+00 9.755910e-04 3.136206e-02 2.128764e+00 loglambda[129] 2.423829e+00 9.887749e-04 3.116457e-02 2.359889e+00 loglambda[130] 4.599973e+00 1.061694e-03 3.220671e-02 4.534574e+00 loglambda[131] 2.860452e+00 1.053816e-03 3.202379e-02 2.795692e+00 loglambda[132] 1.984253e+00 9.762418e-04 3.134277e-02 1.919869e+00 loglambda[133] 1.984253e+00 9.762418e-04 3.134277e-02 1.919869e+00 loglambda[134] 2.193434e+00 9.755910e-04 3.136206e-02 2.128764e+00 loglambda[135] 2.214379e+00 9.765744e-04 3.133348e-02 2.149979e+00 loglambda[136] 2.765905e+00 9.953718e-04 3.115792e-02 2.702531e+00 loglambda[137] 2.668187e+00 1.008283e-03 3.123849e-02 2.604721e+00 loglambda[138] 2.193434e+00 9.755910e-04 3.136206e-02 2.128764e+00 loglambda[139] 2.535535e+00 9.970042e-04 3.116211e-02 2.471970e+00 loglambda[140] 2.382846e+00 9.860528e-04 3.118080e-02 2.318595e+00 loglambda[141] 2.889808e+00 6.937705e-04 2.173840e-02 2.846263e+00 loglambda[142] 1.789382e+00 7.345557e-04 2.353318e-02 1.742519e+00 loglambda[143] 2.600068e+00 7.305234e-04 2.335449e-02 2.553864e+00 loglambda[144] 3.459445e+00 7.345557e-04 2.353318e-02 3.412582e+00 loglambda[145] 2.935798e+00 7.335400e-04 2.348816e-02 2.889199e+00 loglambda[146] 2.572142e+00 7.345557e-04 2.353318e-02 2.525279e+00 loglambda[147] 2.572142e+00 7.345557e-04 2.353318e-02 2.525279e+00 loglambda[148] 2.778981e+00 7.241462e-04 2.307218e-02 2.733146e+00 loglambda[149] 2.572142e+00 7.345557e-04 2.353318e-02 2.525279e+00 loglambda[150] 2.726618e+00 7.315238e-04 2.339882e-02 2.680375e+00 loglambda[151] 2.572142e+00 7.345557e-04 2.353318e-02 2.525279e+00 loglambda[152] 2.572142e+00 7.345557e-04 2.353318e-02 2.525279e+00 loglambda[153] 2.572142e+00 7.345557e-04 2.353318e-02 2.525279e+00 loglambda[154] 2.375180e+00 7.307730e-04 2.336555e-02 2.328965e+00 loglambda[155] 2.705673e+00 7.345557e-04 2.353318e-02 2.658810e+00 loglambda[156] 2.572142e+00 7.345557e-04 2.353318e-02 2.525279e+00 loglambda[157] 2.866157e+00 7.562822e-04 2.103316e-02 2.824992e+00 loglambda[158] 3.547430e+00 7.548935e-04 2.098789e-02 3.506309e+00 loglambda[159] 2.586105e+00 7.325294e-04 2.344337e-02 2.539769e+00 loglambda[160] 3.271188e+00 6.704402e-04 2.074992e-02 3.230174e+00 loglambda[161] 3.615252e+00 7.055159e-04 2.225100e-02 3.570601e+00 loglambda[162] 2.641958e+00 7.246290e-04 2.309354e-02 2.596055e+00 loglambda[163] 2.083948e+00 7.244068e-04 2.308370e-02 2.038077e+00 loglambda[164] 2.866157e+00 7.562822e-04 2.103316e-02 2.824992e+00 loglambda[165] 2.508753e+00 7.217523e-04 2.296632e-02 2.463261e+00 loglambda[166] 2.355980e+00 7.335400e-04 2.348816e-02 2.309380e+00 loglambda[167] 2.650132e+00 7.036134e-04 2.216761e-02 2.605636e+00 loglambda[168] 3.915979e+00 7.562822e-04 2.103316e-02 3.874814e+00 loglambda[169] 3.236186e+00 6.774299e-04 1.866498e-02 3.198854e+00 loglambda[170] 2.607050e+00 7.295280e-04 2.331041e-02 2.560884e+00 loglambda[171] 3.514113e+00 6.524367e-04 2.009231e-02 3.474224e+00 loglambda[172] 2.735024e+00 7.122162e-04 2.254551e-02 2.690195e+00 loglambda[173] 2.642203e+00 7.285379e-04 2.326655e-02 2.596075e+00 loglambda[174] 2.131133e+00 7.246290e-04 2.309354e-02 2.085230e+00 loglambda[175] 3.116158e+00 6.613340e-04 2.039084e-02 3.075742e+00 loglambda[176] 2.956133e+00 6.867532e-04 2.143551e-02 2.913332e+00 loglambda[177] 2.348998e+00 7.345557e-04 2.353318e-02 2.302135e+00 loglambda[178] 2.685594e+00 7.186899e-04 2.283101e-02 2.640547e+00 loglambda[179] 3.022355e+00 7.267881e-04 2.318909e-02 2.976301e+00 loglambda[180] 2.942170e+00 6.881848e-04 2.149703e-02 2.899213e+00 loglambda[181] 2.586105e+00 7.325294e-04 2.344337e-02 2.539769e+00 loglambda[182] 3.081803e+00 6.749963e-04 2.093769e-02 3.040082e+00 loglambda[183] 2.348998e+00 7.345557e-04 2.353318e-02 2.302135e+00 loglambda[184] 2.348998e+00 7.345557e-04 2.353318e-02 2.302135e+00 loglambda[185] 2.572142e+00 7.345557e-04 2.353318e-02 2.525279e+00 loglambda[186] 2.594344e+00 7.313434e-04 2.339082e-02 2.548107e+00 loglambda[187] 2.970059e+00 7.484237e-04 2.077833e-02 2.929435e+00 loglambda[188] 2.887102e+00 7.515577e-04 2.087956e-02 2.846315e+00 loglambda[189] 3.089301e+00 7.562822e-04 2.103316e-02 3.048135e+00 loglambda[190] 2.935974e+00 7.406448e-04 2.052939e-02 2.895944e+00 loglambda[191] 3.096283e+00 7.547043e-04 2.098173e-02 3.055168e+00 loglambda[192] 2.572142e+00 7.345557e-04 2.353318e-02 2.525279e+00 loglambda[193] 2.355980e+00 7.335400e-04 2.348816e-02 2.309380e+00 loglambda[194] 2.655922e+00 7.227059e-04 2.300848e-02 2.610293e+00 loglambda[195] 2.690830e+00 7.179912e-04 2.280016e-02 2.645857e+00 loglambda[196] 2.683848e+00 7.189235e-04 2.284133e-02 2.638768e+00 loglambda[197] 2.946271e+00 7.320260e-04 2.342107e-02 2.899978e+00 loglambda[198] 3.111138e+00 7.345557e-04 2.353318e-02 3.064275e+00 loglambda[199] 2.465389e+00 7.135197e-04 2.260293e-02 2.420527e+00 loglambda[200] 3.556826e+00 6.546696e-04 2.022374e-02 3.516914e+00 loglambda[201] 3.347107e+00 6.571951e-04 2.024077e-02 3.307065e+00 loglambda[202] 3.435539e+00 7.021537e-04 2.210371e-02 3.391181e+00 loglambda[203] 2.572142e+00 7.345557e-04 2.353318e-02 2.525279e+00 loglambda[204] 2.593087e+00 7.315238e-04 2.339882e-02 2.546843e+00 loglambda[205] 2.586803e+00 7.324286e-04 2.343891e-02 2.540482e+00 loglambda[206] 2.572142e+00 7.345557e-04 2.353318e-02 2.525279e+00 loglambda[207] 2.914243e+00 6.911215e-04 2.162369e-02 2.870974e+00 loglambda[208] 2.580869e+00 7.332869e-04 2.347694e-02 2.534335e+00 loglambda[209] 2.355980e+00 7.335400e-04 2.348816e-02 2.309380e+00 loglambda[210] 2.579123e+00 7.335400e-04 2.348816e-02 2.532524e+00 loglambda[211] 2.572142e+00 7.345557e-04 2.353318e-02 2.525279e+00 loglambda[212] 3.398820e+00 7.345557e-04 2.353318e-02 3.351957e+00 loglambda[213] 2.726008e+00 6.874659e-04 2.146612e-02 2.683127e+00 loglambda[214] 2.958140e+00 7.303239e-04 2.334566e-02 2.911943e+00 loglambda[215] 2.958123e+00 6.894576e-04 2.155186e-02 2.915110e+00 loglambda[216] 3.320588e+00 7.063707e-04 2.228850e-02 3.275914e+00 loglambda[217] 4.591239e+00 5.427331e-04 1.741490e-02 4.555189e+00 loglambda[218] 3.222832e+00 7.562822e-04 2.103316e-02 3.181667e+00 loglambda[219] 3.103264e+00 7.531294e-04 2.093053e-02 3.062304e+00 loglambda[220] 3.099773e+00 7.539165e-04 2.095610e-02 3.058728e+00 loglambda[221] 3.894818e+00 6.219127e-04 1.739652e-02 3.859714e+00 loglambda[222] 4.552229e+00 5.331181e-04 1.878155e-02 4.514822e+00 loglambda[223] 4.423409e+00 5.780988e-04 1.687274e-02 4.388561e+00 loglambda[224] 3.125359e+00 7.283707e-04 2.014391e-02 3.085835e+00 loglambda[225] 3.243777e+00 7.515577e-04 2.087956e-02 3.202990e+00 loglambda[226] 3.344385e+00 7.554298e-04 2.100536e-02 3.303247e+00 loglambda[227] 3.150972e+00 6.391754e-04 1.773796e-02 3.115184e+00 loglambda[228] 3.221953e+00 7.268518e-04 2.009687e-02 3.182560e+00 loglambda[229] 2.997064e+00 7.272312e-04 2.010861e-02 2.957639e+00 loglambda[230] 3.578897e+00 6.802092e-04 1.873953e-02 3.541502e+00 loglambda[231] 3.089301e+00 7.562822e-04 2.103316e-02 3.048135e+00 loglambda[232] 3.452958e+00 7.547043e-04 2.098173e-02 3.411843e+00 loglambda[233] 3.089301e+00 7.562822e-04 2.103316e-02 3.048135e+00 loglambda[234] 3.127281e+00 7.477359e-04 2.075618e-02 3.086728e+00 loglambda[235] 3.089301e+00 7.562822e-04 2.103316e-02 3.048135e+00 loglambda[236] 2.731538e+00 1.242263e-03 3.536166e-02 2.661681e+00 loglambda[237] 2.710593e+00 1.242673e-03 3.538885e-02 2.640617e+00 loglambda[238] 2.710593e+00 1.242673e-03 3.538885e-02 2.640617e+00 loglambda[239] 2.710593e+00 1.242673e-03 3.538885e-02 2.640617e+00 loglambda[240] 2.710593e+00 1.242673e-03 3.538885e-02 2.640617e+00 loglambda[241] 3.044847e+00 1.240187e-03 3.520572e-02 2.974840e+00 loglambda[242] 2.556442e+00 1.242673e-03 3.538885e-02 2.486467e+00 loglambda[243] 2.731538e+00 1.242263e-03 3.536166e-02 2.661681e+00 loglambda[244] 2.724556e+00 1.242396e-03 3.537051e-02 2.654660e+00 loglambda[245] 3.653118e+00 1.258875e-03 3.603326e-02 3.582349e+00 loglambda[246] 2.710593e+00 1.242673e-03 3.538885e-02 2.640617e+00 loglambda[247] 3.187091e+00 1.242033e-03 3.523834e-02 3.117713e+00 loglambda[248] 2.717574e+00 1.242533e-03 3.537958e-02 2.647639e+00 loglambda[249] 2.710593e+00 1.242673e-03 3.538885e-02 2.640617e+00 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1.574750e+01 9.109612e-02 4.057829e+00 9.000000e+00 y_pred[83] 3.698150e+01 1.353522e-01 5.941196e+00 2.600000e+01 y_pred[84] 1.871450e+01 1.015513e-01 4.468666e+00 1.000000e+01 y_pred[85] 1.605150e+01 9.491899e-02 4.153610e+00 8.000000e+00 y_pred[86] 1.302550e+01 8.214901e-02 3.755516e+00 6.000000e+00 y_pred[87] 1.601550e+01 9.017655e-02 4.031797e+00 9.000000e+00 y_pred[88] 7.162000e+00 6.149696e-02 2.735050e+00 2.000000e+00 y_pred[89] 7.861500e+00 6.237785e-02 2.758282e+00 3.000000e+00 y_pred[90] 9.307500e+00 7.352838e-02 3.195630e+00 4.000000e+00 y_pred[91] 9.104500e+00 6.673910e-02 2.985136e+00 4.000000e+00 y_pred[92] 1.262300e+01 7.683723e-02 3.577886e+00 6.000000e+00 y_pred[93] 1.084600e+01 7.542584e-02 3.424200e+00 5.000000e+00 y_pred[94] 2.252000e+01 1.103489e-01 4.726391e+00 1.400000e+01 y_pred[95] 5.483500e+01 1.846541e-01 7.842036e+00 4.000000e+01 y_pred[96] 9.102000e+00 6.808962e-02 2.936649e+00 4.000000e+00 y_pred[97] 9.121500e+00 6.918890e-02 3.037326e+00 4.000000e+00 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4.787825e+00 1.300000e+01 y_pred[192] 1.318450e+01 8.335255e-02 3.703555e+00 7.000000e+00 y_pred[193] 1.066150e+01 7.547544e-02 3.287753e+00 5.000000e+00 y_pred[194] 1.414750e+01 8.503551e-02 3.797230e+00 7.000000e+00 y_pred[195] 1.487500e+01 8.578078e-02 3.771271e+00 8.000000e+00 y_pred[196] 1.469150e+01 8.625481e-02 3.985256e+00 8.000000e+00 y_pred[197] 1.912700e+01 1.071750e-01 4.448794e+00 1.100000e+01 y_pred[198] 2.241950e+01 1.084485e-01 4.739488e+00 1.400000e+01 y_pred[199] 1.168000e+01 7.639623e-02 3.398879e+00 6.000000e+00 y_pred[200] 3.508000e+01 1.298000e-01 5.942243e+00 2.400000e+01 y_pred[201] 2.862100e+01 1.199287e-01 5.318318e+00 1.800000e+01 y_pred[202] 3.123600e+01 1.226080e-01 5.506765e+00 2.100000e+01 y_pred[203] 1.310450e+01 8.342639e-02 3.723777e+00 6.000000e+00 y_pred[204] 1.341850e+01 7.984445e-02 3.615369e+00 7.000000e+00 y_pred[205] 1.331900e+01 7.987286e-02 3.658816e+00 7.000000e+00 y_pred[206] 1.303200e+01 8.980044e-02 3.602425e+00 6.000000e+00 y_pred[207] 1.854800e+01 9.930076e-02 4.362707e+00 1.100000e+01 y_pred[208] 1.305000e+01 7.920306e-02 3.613313e+00 6.000000e+00 y_pred[209] 1.046700e+01 7.817882e-02 3.156722e+00 5.000000e+00 y_pred[210] 1.327550e+01 8.098867e-02 3.659959e+00 7.000000e+00 y_pred[211] 1.291600e+01 8.091248e-02 3.664240e+00 6.000000e+00 y_pred[212] 2.991450e+01 1.198333e-01 5.465082e+00 2.000000e+01 y_pred[213] 1.522850e+01 8.634291e-02 3.882631e+00 8.000000e+00 y_pred[214] 1.941300e+01 1.035593e-01 4.525779e+00 1.100000e+01 y_pred[215] 1.926700e+01 1.022247e-01 4.371758e+00 1.100000e+01 y_pred[216] 2.771500e+01 1.217969e-01 5.295167e+00 1.800000e+01 y_pred[217] 9.855000e+01 2.214679e-01 9.838897e+00 7.900000e+01 y_pred[218] 2.517700e+01 1.227486e-01 4.977556e+00 1.600000e+01 y_pred[219] 2.222300e+01 1.064925e-01 4.647911e+00 1.300000e+01 y_pred[220] 2.207800e+01 1.056082e-01 4.783655e+00 1.300000e+01 y_pred[221] 4.923450e+01 1.604623e-01 7.034433e+00 3.600000e+01 y_pred[222] 9.504800e+01 2.248249e-01 9.900187e+00 7.600000e+01 y_pred[223] 8.310650e+01 2.081450e-01 9.029725e+00 6.600000e+01 y_pred[224] 2.271750e+01 1.072094e-01 4.757311e+00 1.400000e+01 y_pred[225] 2.554550e+01 1.156907e-01 5.191860e+00 1.500000e+01 y_pred[226] 2.829550e+01 1.167291e-01 5.348409e+00 1.800000e+01 y_pred[227] 2.327250e+01 1.147014e-01 4.930253e+00 1.400000e+01 y_pred[228] 2.519950e+01 1.155957e-01 5.084646e+00 1.600000e+01 y_pred[229] 1.989350e+01 9.721050e-02 4.449950e+00 1.100000e+01 y_pred[230] 3.606300e+01 1.399969e-01 6.270940e+00 2.400000e+01 y_pred[231] 2.181150e+01 1.085274e-01 4.633001e+00 1.300000e+01 y_pred[232] 3.156450e+01 1.290902e-01 5.626248e+00 2.100000e+01 y_pred[233] 2.196200e+01 1.075349e-01 4.699106e+00 1.300000e+01 y_pred[234] 2.270050e+01 1.017992e-01 4.742262e+00 1.400000e+01 y_pred[235] 2.224250e+01 1.071177e-01 4.740140e+00 1.400000e+01 y_pred[236] 1.539750e+01 8.793333e-02 3.973335e+00 8.000000e+00 y_pred[237] 1.509400e+01 8.729798e-02 3.922353e+00 8.000000e+00 y_pred[238] 1.507000e+01 8.580087e-02 3.845451e+00 8.000000e+00 y_pred[239] 1.510250e+01 8.600231e-02 3.905845e+00 8.000000e+00 y_pred[240] 1.509800e+01 8.597522e-02 3.801266e+00 8.000000e+00 y_pred[241] 2.118750e+01 1.061568e-01 4.618442e+00 1.300000e+01 y_pred[242] 1.288100e+01 7.924837e-02 3.584727e+00 7.000000e+00 y_pred[243] 1.543350e+01 8.918187e-02 3.965910e+00 8.000000e+00 y_pred[244] 1.527800e+01 9.098144e-02 3.962773e+00 8.000000e+00 y_pred[245] 3.836350e+01 1.580182e-01 6.376417e+00 2.700000e+01 y_pred[246] 1.505750e+01 9.254976e-02 3.983231e+00 8.000000e+00 y_pred[247] 2.417600e+01 1.208908e-01 5.089202e+00 1.400000e+01 y_pred[248] 1.516050e+01 9.015993e-02 3.942907e+00 8.000000e+00 y_pred[249] 1.506250e+01 8.755016e-02 3.863296e+00 8.000000e+00 y_pred[250] 8.941000e+00 6.719542e-02 2.966972e+00 4.000000e+00 y_pred[251] 1.559250e+01 8.633629e-02 3.909487e+00 9.000000e+00 y_pred[252] 1.509100e+01 8.854929e-02 3.869652e+00 8.000000e+00 y_pred[253] 1.513450e+01 9.259982e-02 3.967780e+00 8.000000e+00 y_pred[254] 1.044200e+01 7.229913e-02 3.259747e+00 5.000000e+00 y_pred[255] 1.717350e+01 9.968355e-02 4.183796e+00 1.000000e+01 y_pred[256] 1.649450e+01 9.146488e-02 4.166851e+00 9.000000e+00 y_pred[257] 1.206800e+01 8.301179e-02 3.566193e+00 6.000000e+00 y_pred[258] 2.240650e+01 1.086040e-01 4.787454e+00 1.400000e+01 y_pred[259] 1.491450e+01 9.062854e-02 3.993515e+00 8.000000e+00 y_pred[260] 1.502000e+01 8.649722e-02 3.887307e+00 8.000000e+00 y_pred[261] 1.510050e+01 8.624484e-02 3.900514e+00 8.000000e+00 y_pred[262] 1.502350e+01 8.745808e-02 3.998242e+00 8.000000e+00 lp__ 1.760393e+04 5.507601e-02 1.415809e+00 1.760056e+04 25% 50% 75% 97.5% b0 3.075341e+00 3.089905e+00 3.103247e+00 3.130972e+00 b_roach1 6.923085e-03 6.982716e-03 7.042179e-03 7.144162e-03 b_treatment -5.342509e-01 -5.165693e-01 -5.004416e-01 -4.688525e-01 b_senior -4.020451e-01 -3.788876e-01 -3.547997e-01 -3.066266e-01 loglambda[1] 4.482313e+00 4.499350e+00 4.515852e+00 4.548009e+00 loglambda[2] 4.356318e+00 4.373930e+00 4.390975e+00 4.425751e+00 loglambda[3] 2.568039e+00 2.584700e+00 2.600168e+00 2.629705e+00 loglambda[4] 2.577424e+00 2.594008e+00 2.609432e+00 2.638913e+00 loglambda[5] 2.703926e+00 2.720528e+00 2.736002e+00 2.765521e+00 loglambda[6] 2.556391e+00 2.572996e+00 2.588443e+00 2.618143e+00 loglambda[7] 2.823913e+00 2.837918e+00 2.851877e+00 2.878469e+00 loglambda[8] 3.142591e+00 3.156713e+00 3.170793e+00 3.196855e+00 loglambda[9] 3.082297e+00 3.096928e+00 3.110192e+00 3.137816e+00 loglambda[10] 3.307085e+00 3.321364e+00 3.334180e+00 3.361371e+00 loglambda[11] 4.043366e+00 4.054335e+00 4.066610e+00 4.087661e+00 loglambda[12] 3.187597e+00 3.201817e+00 3.214504e+00 3.241491e+00 loglambda[13] 3.754867e+00 3.766192e+00 3.778710e+00 3.801352e+00 loglambda[14] 3.538704e+00 3.550079e+00 3.562524e+00 3.585080e+00 loglambda[15] 3.384177e+00 3.396904e+00 3.409490e+00 3.434765e+00 loglambda[16] 5.987835e+00 6.008183e+00 6.029270e+00 6.066049e+00 loglambda[17] 3.109616e+00 3.122832e+00 3.135107e+00 3.160709e+00 loglambda[18] 3.601208e+00 3.612897e+00 3.625372e+00 3.648615e+00 loglambda[19] 3.089299e+00 3.103850e+00 3.117125e+00 3.144769e+00 loglambda[20] 5.464779e+00 5.480705e+00 5.496596e+00 5.525789e+00 loglambda[21] 3.233150e+00 3.247011e+00 3.259632e+00 3.286508e+00 loglambda[22] 3.103357e+00 3.117826e+00 3.131003e+00 3.158550e+00 loglambda[23] 3.733877e+00 3.745325e+00 3.757719e+00 3.780637e+00 loglambda[24] 3.846423e+00 3.857393e+00 3.869959e+00 3.891118e+00 loglambda[25] 3.636119e+00 3.647862e+00 3.660191e+00 3.683340e+00 loglambda[26] 3.740856e+00 3.752272e+00 3.764716e+00 3.787543e+00 loglambda[27] 3.091740e+00 3.105164e+00 3.117487e+00 3.143191e+00 loglambda[28] 3.208588e+00 3.222614e+00 3.235344e+00 3.262262e+00 loglambda[29] 3.250714e+00 3.264526e+00 3.277073e+00 3.303697e+00 loglambda[30] 3.478851e+00 3.490838e+00 3.503473e+00 3.527527e+00 loglambda[31] 3.097107e+00 3.111552e+00 3.124830e+00 3.152443e+00 loglambda[32] 3.149018e+00 3.163363e+00 3.176322e+00 3.203472e+00 loglambda[33] 3.405185e+00 3.417868e+00 3.430232e+00 3.455431e+00 loglambda[34] 3.093739e+00 3.108218e+00 3.121499e+00 3.149149e+00 loglambda[35] 4.502152e+00 4.513202e+00 4.526055e+00 4.546922e+00 loglambda[36] 3.075341e+00 3.089905e+00 3.103247e+00 3.130972e+00 loglambda[37] 3.075341e+00 3.089905e+00 3.103247e+00 3.130972e+00 loglambda[38] 4.572925e+00 4.585358e+00 4.598612e+00 4.620583e+00 loglambda[39] 4.061692e+00 4.073388e+00 4.085869e+00 4.109102e+00 loglambda[40] 3.537245e+00 3.551564e+00 3.564247e+00 3.591332e+00 loglambda[41] 3.179724e+00 3.194048e+00 3.206743e+00 3.233842e+00 loglambda[42] 3.433304e+00 3.445743e+00 3.458152e+00 3.482953e+00 loglambda[43] 3.180570e+00 3.194889e+00 3.207572e+00 3.234657e+00 loglambda[44] 3.220647e+00 3.233011e+00 3.245535e+00 3.270188e+00 loglambda[45] 3.171797e+00 3.186052e+00 3.198902e+00 3.226098e+00 loglambda[46] 3.083488e+00 3.098112e+00 3.111371e+00 3.138998e+00 loglambda[47] 3.082297e+00 3.096928e+00 3.110192e+00 3.137816e+00 loglambda[48] 3.089299e+00 3.103850e+00 3.117125e+00 3.144769e+00 loglambda[49] 3.075341e+00 3.089905e+00 3.103247e+00 3.130972e+00 loglambda[50] 3.089299e+00 3.103850e+00 3.117125e+00 3.144769e+00 loglambda[51] 3.222830e+00 3.237382e+00 3.250656e+00 3.278300e+00 loglambda[52] 3.419408e+00 3.432994e+00 3.445401e+00 3.471659e+00 loglambda[53] 3.124439e+00 3.138863e+00 3.151875e+00 3.179447e+00 loglambda[54] 3.201615e+00 3.215694e+00 3.228401e+00 3.255326e+00 loglambda[55] 2.866155e+00 2.880707e+00 2.893982e+00 2.921625e+00 loglambda[56] 4.933269e+00 4.946604e+00 4.960134e+00 4.983806e+00 loglambda[57] 3.684117e+00 3.696703e+00 3.710992e+00 3.736959e+00 loglambda[58] 4.316371e+00 4.331291e+00 4.346420e+00 4.375890e+00 loglambda[59] 2.813850e+00 2.830460e+00 2.845973e+00 2.875550e+00 loglambda[60] 5.153643e+00 5.172794e+00 5.191594e+00 5.229705e+00 loglambda[61] 2.851175e+00 2.865779e+00 2.880063e+00 2.906569e+00 loglambda[62] 2.430431e+00 2.446008e+00 2.461021e+00 2.488934e+00 loglambda[63] 4.392813e+00 4.408218e+00 4.423442e+00 4.453606e+00 loglambda[64] 3.152013e+00 3.166573e+00 3.181142e+00 3.208065e+00 loglambda[65] 2.568612e+00 2.585259e+00 2.600729e+00 2.630259e+00 loglambda[66] 3.789167e+00 3.802570e+00 3.817027e+00 3.845408e+00 loglambda[67] 2.648582e+00 2.664500e+00 2.679801e+00 2.708485e+00 loglambda[68] 3.634487e+00 3.646501e+00 3.660745e+00 3.687209e+00 loglambda[69] 2.703953e+00 2.719397e+00 2.734387e+00 2.762039e+00 loglambda[70] 4.093833e+00 4.107543e+00 4.122121e+00 4.150591e+00 loglambda[71] 2.825406e+00 2.840091e+00 2.854443e+00 2.881071e+00 loglambda[72] 4.503917e+00 4.522147e+00 4.540100e+00 4.576342e+00 loglambda[73] 2.605667e+00 2.621720e+00 2.637251e+00 2.666512e+00 loglambda[74] 2.584507e+00 2.601013e+00 2.616416e+00 2.645836e+00 loglambda[75] 2.973674e+00 2.987875e+00 3.001938e+00 3.028086e+00 loglambda[76] 2.609171e+00 2.625187e+00 2.640734e+00 2.669927e+00 loglambda[77] 3.598162e+00 3.611275e+00 3.625004e+00 3.651043e+00 loglambda[78] 3.759700e+00 3.772376e+00 3.786722e+00 3.812651e+00 loglambda[79] 2.647682e+00 2.663597e+00 2.678898e+00 2.707580e+00 loglambda[80] 2.682858e+00 2.698595e+00 2.713592e+00 2.741621e+00 loglambda[81] 2.556391e+00 2.572996e+00 2.588443e+00 2.618143e+00 loglambda[82] 2.746190e+00 2.761092e+00 2.775881e+00 2.803389e+00 loglambda[83] 3.592397e+00 3.604730e+00 3.618615e+00 3.645521e+00 loglambda[84] 2.914844e+00 2.929495e+00 2.944208e+00 2.971258e+00 loglambda[85] 2.753189e+00 2.768096e+00 2.782936e+00 2.810388e+00 loglambda[86] 2.556391e+00 2.572996e+00 2.588443e+00 2.618143e+00 loglambda[87] 2.753189e+00 2.768096e+00 2.782936e+00 2.810388e+00 loglambda[88] 1.950361e+00 1.970247e+00 1.991417e+00 2.030392e+00 loglambda[89] 2.048154e+00 2.067957e+00 2.089124e+00 2.128123e+00 loglambda[90] 2.208345e+00 2.228313e+00 2.249570e+00 2.288105e+00 loglambda[91] 2.173504e+00 2.193390e+00 2.214561e+00 2.253535e+00 loglambda[92] 2.521029e+00 2.542461e+00 2.563263e+00 2.602242e+00 loglambda[93] 2.361967e+00 2.381827e+00 2.403066e+00 2.441901e+00 loglambda[94] 3.092909e+00 3.115185e+00 3.136614e+00 3.176694e+00 loglambda[95] 3.969795e+00 3.995173e+00 4.018711e+00 4.064957e+00 loglambda[96] 2.180485e+00 2.200349e+00 2.221593e+00 2.260447e+00 loglambda[97] 2.187389e+00 2.207318e+00 2.228656e+00 2.267365e+00 loglambda[98] 2.215319e+00 2.235375e+00 2.256530e+00 2.295018e+00 loglambda[99] 1.971211e+00 1.991173e+00 2.012494e+00 2.051135e+00 loglambda[100] 2.040204e+00 2.060166e+00 2.081487e+00 2.120128e+00 loglambda[101] 2.173504e+00 2.193390e+00 2.214561e+00 2.253535e+00 loglambda[102] 2.173504e+00 2.193390e+00 2.214561e+00 2.253535e+00 loglambda[103] 2.173504e+00 2.193390e+00 2.214561e+00 2.253535e+00 loglambda[104] 2.182222e+00 2.202088e+00 2.223346e+00 2.262177e+00 loglambda[105] 2.173504e+00 2.193390e+00 2.214561e+00 2.253535e+00 loglambda[106] 2.285160e+00 2.304948e+00 2.326225e+00 2.365461e+00 loglambda[107] 1.731357e+00 1.751799e+00 1.772571e+00 1.810825e+00 loglambda[108] 1.957342e+00 1.977206e+00 1.998450e+00 2.037304e+00 loglambda[109] 2.432668e+00 2.452421e+00 2.473766e+00 2.513043e+00 loglambda[110] 3.035039e+00 3.057080e+00 3.078406e+00 3.117910e+00 loglambda[111] 1.964245e+00 1.984174e+00 2.005512e+00 2.044221e+00 loglambda[112] 2.748819e+00 2.769611e+00 2.789814e+00 2.829325e+00 loglambda[113] 5.640665e-01 5.839525e-01 6.051227e-01 6.440975e-01 loglambda[114] 2.182222e+00 2.202088e+00 2.223346e+00 2.262177e+00 loglambda[115] 3.364687e+00 3.387430e+00 3.410011e+00 3.450685e+00 loglambda[116] 2.813798e+00 2.835168e+00 2.855539e+00 2.895147e+00 loglambda[117] 2.208345e+00 2.228313e+00 2.249570e+00 2.288105e+00 loglambda[118] 2.222294e+00 2.242316e+00 2.263493e+00 2.301931e+00 loglambda[119] 2.173504e+00 2.193390e+00 2.214561e+00 2.253535e+00 loglambda[120] 2.201384e+00 2.221297e+00 2.242596e+00 2.281192e+00 loglambda[121] 2.548277e+00 2.568608e+00 2.589566e+00 2.627640e+00 loglambda[122] 3.268772e+00 3.291070e+00 3.312585e+00 3.352949e+00 loglambda[123] 2.314017e+00 2.333880e+00 2.355125e+00 2.393979e+00 loglambda[124] 2.182222e+00 2.202088e+00 2.223346e+00 2.262177e+00 loglambda[125] 2.145784e+00 2.165615e+00 2.186900e+00 2.225668e+00 loglambda[126] 2.278181e+00 2.297939e+00 2.319255e+00 2.358364e+00 loglambda[127] 1.956508e+00 1.976371e+00 1.997606e+00 2.036457e+00 loglambda[128] 2.173504e+00 2.193390e+00 2.214561e+00 2.253535e+00 loglambda[129] 2.403996e+00 2.423727e+00 2.445105e+00 2.483512e+00 loglambda[130] 4.577943e+00 4.600211e+00 4.621684e+00 4.662082e+00 loglambda[131] 2.838431e+00 2.860762e+00 2.881997e+00 2.921501e+00 loglambda[132] 1.964245e+00 1.984174e+00 2.005512e+00 2.044221e+00 loglambda[133] 1.964245e+00 1.984174e+00 2.005512e+00 2.044221e+00 loglambda[134] 2.173504e+00 2.193390e+00 2.214561e+00 2.253535e+00 loglambda[135] 2.194355e+00 2.214316e+00 2.235637e+00 2.274279e+00 loglambda[136] 2.745735e+00 2.765860e+00 2.787050e+00 2.824754e+00 loglambda[137] 2.647648e+00 2.668090e+00 2.688862e+00 2.727116e+00 loglambda[138] 2.173504e+00 2.193390e+00 2.214561e+00 2.253535e+00 loglambda[139] 2.515341e+00 2.535462e+00 2.556562e+00 2.594539e+00 loglambda[140] 2.362872e+00 2.382741e+00 2.403971e+00 2.442799e+00 loglambda[141] 2.875694e+00 2.890132e+00 2.904320e+00 2.930815e+00 loglambda[142] 1.773632e+00 1.790236e+00 1.805684e+00 1.835383e+00 loglambda[143] 2.584507e+00 2.601013e+00 2.616416e+00 2.645836e+00 loglambda[144] 3.443694e+00 3.460299e+00 3.475747e+00 3.505446e+00 loglambda[145] 2.920044e+00 2.936667e+00 2.952174e+00 2.981741e+00 loglambda[146] 2.556391e+00 2.572996e+00 2.588443e+00 2.618143e+00 loglambda[147] 2.556391e+00 2.572996e+00 2.588443e+00 2.618143e+00 loglambda[148] 2.763803e+00 2.779806e+00 2.795058e+00 2.823944e+00 loglambda[149] 2.556391e+00 2.572996e+00 2.588443e+00 2.618143e+00 loglambda[150] 2.710955e+00 2.727539e+00 2.742964e+00 2.772444e+00 loglambda[151] 2.556391e+00 2.572996e+00 2.588443e+00 2.618143e+00 loglambda[152] 2.556391e+00 2.572996e+00 2.588443e+00 2.618143e+00 loglambda[153] 2.556391e+00 2.572996e+00 2.588443e+00 2.618143e+00 loglambda[154] 2.359592e+00 2.376133e+00 2.391528e+00 2.420961e+00 loglambda[155] 2.689923e+00 2.706527e+00 2.721975e+00 2.751674e+00 loglambda[156] 2.556391e+00 2.572996e+00 2.588443e+00 2.618143e+00 loglambda[157] 2.852198e+00 2.866762e+00 2.880104e+00 2.907829e+00 loglambda[158] 3.533451e+00 3.548059e+00 3.561343e+00 3.588966e+00 loglambda[159] 2.570395e+00 2.586996e+00 2.602471e+00 2.631989e+00 loglambda[160] 3.257621e+00 3.271316e+00 3.285038e+00 3.312073e+00 loglambda[161] 3.600947e+00 3.615654e+00 3.630395e+00 3.657587e+00 loglambda[162] 2.626747e+00 2.642770e+00 2.658046e+00 2.687000e+00 loglambda[163] 2.068754e+00 2.084775e+00 2.100048e+00 2.128954e+00 loglambda[164] 2.852198e+00 2.866762e+00 2.880104e+00 2.907829e+00 loglambda[165] 2.493531e+00 2.509446e+00 2.524747e+00 2.553429e+00 loglambda[166] 2.340225e+00 2.356849e+00 2.372355e+00 2.401923e+00 loglambda[167] 2.635935e+00 2.650540e+00 2.665134e+00 2.692098e+00 loglambda[168] 3.902020e+00 3.916584e+00 3.929926e+00 3.957651e+00 loglambda[169] 3.224173e+00 3.236502e+00 3.249005e+00 3.273608e+00 loglambda[170] 2.591580e+00 2.607896e+00 2.623313e+00 2.652758e+00 loglambda[171] 3.501260e+00 3.513342e+00 3.527448e+00 3.553954e+00 loglambda[172] 2.720335e+00 2.735607e+00 2.750539e+00 2.778004e+00 loglambda[173] 2.626802e+00 2.642996e+00 2.658443e+00 2.687850e+00 loglambda[174] 2.115922e+00 2.131944e+00 2.147220e+00 2.176174e+00 loglambda[175] 3.102639e+00 3.115938e+00 3.129765e+00 3.156350e+00 loglambda[176] 2.942211e+00 2.956431e+00 2.970614e+00 2.996687e+00 loglambda[177] 2.333248e+00 2.349852e+00 2.365300e+00 2.394999e+00 loglambda[178] 2.670628e+00 2.686337e+00 2.701461e+00 2.729678e+00 loglambda[179] 3.007023e+00 3.023049e+00 3.038579e+00 3.067735e+00 loglambda[180] 2.928261e+00 2.942472e+00 2.956626e+00 2.982777e+00 loglambda[181] 2.570395e+00 2.586996e+00 2.602471e+00 2.631989e+00 loglambda[182] 3.068092e+00 3.081988e+00 3.095877e+00 3.122570e+00 loglambda[183] 2.333248e+00 2.349852e+00 2.365300e+00 2.394999e+00 loglambda[184] 2.333248e+00 2.349852e+00 2.365300e+00 2.394999e+00 loglambda[185] 2.556391e+00 2.572996e+00 2.588443e+00 2.618143e+00 loglambda[186] 2.578697e+00 2.595273e+00 2.610696e+00 2.640159e+00 loglambda[187] 2.956227e+00 2.970725e+00 2.983845e+00 3.011368e+00 loglambda[188] 2.873193e+00 2.887640e+00 2.900927e+00 2.928546e+00 loglambda[189] 3.075341e+00 3.089905e+00 3.103247e+00 3.130972e+00 loglambda[190] 2.922333e+00 2.936720e+00 2.949695e+00 2.976872e+00 loglambda[191] 3.082297e+00 3.096928e+00 3.110192e+00 3.137816e+00 loglambda[192] 2.556391e+00 2.572996e+00 2.588443e+00 2.618143e+00 loglambda[193] 2.340225e+00 2.356849e+00 2.372355e+00 2.401923e+00 loglambda[194] 2.640695e+00 2.656649e+00 2.671909e+00 2.700652e+00 loglambda[195] 2.675852e+00 2.691620e+00 2.706650e+00 2.734797e+00 loglambda[196] 2.668854e+00 2.684592e+00 2.699723e+00 2.727970e+00 loglambda[197] 2.930573e+00 2.947167e+00 2.962617e+00 2.992126e+00 loglambda[198] 3.095388e+00 3.111992e+00 3.127440e+00 3.157139e+00 loglambda[199] 2.450624e+00 2.466035e+00 2.480970e+00 2.508410e+00 loglambda[200] 3.543521e+00 3.556170e+00 3.570539e+00 3.596408e+00 loglambda[201] 3.333715e+00 3.346826e+00 3.360617e+00 3.386669e+00 loglambda[202] 3.421293e+00 3.435882e+00 3.450449e+00 3.477225e+00 loglambda[203] 2.556391e+00 2.572996e+00 2.588443e+00 2.618143e+00 loglambda[204] 2.577424e+00 2.594008e+00 2.609432e+00 2.638913e+00 loglambda[205] 2.571095e+00 2.587691e+00 2.603165e+00 2.632682e+00 loglambda[206] 2.556391e+00 2.572996e+00 2.588443e+00 2.618143e+00 loglambda[207] 2.900177e+00 2.914658e+00 2.928786e+00 2.955020e+00 loglambda[208] 2.565106e+00 2.581756e+00 2.597237e+00 2.626797e+00 loglambda[209] 2.340225e+00 2.356849e+00 2.372355e+00 2.401923e+00 loglambda[210] 2.563369e+00 2.579992e+00 2.595499e+00 2.625066e+00 loglambda[211] 2.556391e+00 2.572996e+00 2.588443e+00 2.618143e+00 loglambda[212] 3.383070e+00 3.399674e+00 3.415122e+00 3.444821e+00 loglambda[213] 2.712118e+00 2.726285e+00 2.740481e+00 2.766565e+00 loglambda[214] 2.942599e+00 2.959075e+00 2.974473e+00 3.003895e+00 loglambda[215] 2.944114e+00 2.958468e+00 2.972541e+00 2.998818e+00 loglambda[216] 3.306226e+00 3.321035e+00 3.335795e+00 3.363087e+00 loglambda[217] 4.579967e+00 4.590891e+00 4.603519e+00 4.624703e+00 loglambda[218] 3.208873e+00 3.223436e+00 3.236779e+00 3.264504e+00 loglambda[219] 3.089299e+00 3.103850e+00 3.117125e+00 3.144769e+00 loglambda[220] 3.085815e+00 3.100410e+00 3.113658e+00 3.141292e+00 loglambda[221] 3.883139e+00 3.894468e+00 3.907010e+00 3.929706e+00 loglambda[222] 4.539920e+00 4.552202e+00 4.565375e+00 4.587120e+00 loglambda[223] 4.412216e+00 4.423287e+00 4.435435e+00 4.456463e+00 loglambda[224] 3.112003e+00 3.126082e+00 3.138789e+00 3.165714e+00 loglambda[225] 3.229868e+00 3.244315e+00 3.257602e+00 3.285221e+00 loglambda[226] 3.330433e+00 3.345014e+00 3.358310e+00 3.385978e+00 loglambda[227] 3.139247e+00 3.150924e+00 3.163343e+00 3.186272e+00 loglambda[228] 3.208588e+00 3.222614e+00 3.235344e+00 3.262262e+00 loglambda[229] 2.983694e+00 2.997754e+00 3.010472e+00 3.037385e+00 loglambda[230] 3.566835e+00 3.579274e+00 3.591684e+00 3.616484e+00 loglambda[231] 3.075341e+00 3.089905e+00 3.103247e+00 3.130972e+00 loglambda[232] 3.438972e+00 3.453603e+00 3.466867e+00 3.494491e+00 loglambda[233] 3.075341e+00 3.089905e+00 3.103247e+00 3.130972e+00 loglambda[234] 3.113474e+00 3.127959e+00 3.141018e+00 3.168585e+00 loglambda[235] 3.075341e+00 3.089905e+00 3.103247e+00 3.130972e+00 loglambda[236] 2.708339e+00 2.731970e+00 2.755260e+00 2.801892e+00 loglambda[237] 2.687284e+00 2.710787e+00 2.734420e+00 2.781207e+00 loglambda[238] 2.687284e+00 2.710787e+00 2.734420e+00 2.781207e+00 loglambda[239] 2.687284e+00 2.710787e+00 2.734420e+00 2.781207e+00 loglambda[240] 2.687284e+00 2.710787e+00 2.734420e+00 2.781207e+00 loglambda[241] 3.021589e+00 3.044968e+00 3.067883e+00 3.114508e+00 loglambda[242] 2.533133e+00 2.556636e+00 2.580269e+00 2.627056e+00 loglambda[243] 2.708339e+00 2.731970e+00 2.755260e+00 2.801892e+00 loglambda[244] 2.701330e+00 2.724953e+00 2.748384e+00 2.794997e+00 loglambda[245] 3.628180e+00 3.653224e+00 3.677074e+00 3.723666e+00 loglambda[246] 2.687284e+00 2.710787e+00 2.734420e+00 2.781207e+00 loglambda[247] 3.163360e+00 3.187658e+00 3.210017e+00 3.256408e+00 loglambda[248] 2.694303e+00 2.717852e+00 2.741443e+00 2.788102e+00 loglambda[249] 2.687284e+00 2.710787e+00 2.734420e+00 2.781207e+00 loglambda[250] 2.176458e+00 2.199961e+00 2.223594e+00 2.270382e+00 loglambda[251] 2.715455e+00 2.738958e+00 2.762591e+00 2.809378e+00 loglambda[252] 2.694303e+00 2.717852e+00 2.741443e+00 2.788102e+00 loglambda[253] 2.694303e+00 2.717852e+00 2.741443e+00 2.788102e+00 loglambda[254] 2.327538e+00 2.351192e+00 2.374536e+00 2.421151e+00 loglambda[255] 2.821431e+00 2.845729e+00 2.868180e+00 2.914441e+00 loglambda[256] 2.778760e+00 2.802492e+00 2.825628e+00 2.872254e+00 loglambda[257] 2.464140e+00 2.487643e+00 2.511276e+00 2.558064e+00 loglambda[258] 3.083179e+00 3.106682e+00 3.130316e+00 3.177103e+00 loglambda[259] 2.687284e+00 2.710787e+00 2.734420e+00 2.781207e+00 loglambda[260] 2.687284e+00 2.710787e+00 2.734420e+00 2.781207e+00 loglambda[261] 2.687284e+00 2.710787e+00 2.734420e+00 2.781207e+00 loglambda[262] 2.687284e+00 2.710787e+00 2.734420e+00 2.781207e+00 y_pred[1] 8.300000e+01 9.000000e+01 9.600000e+01 1.100000e+02 y_pred[2] 7.300000e+01 7.900000e+01 8.500000e+01 9.700000e+01 y_pred[3] 1.100000e+01 1.300000e+01 1.500000e+01 2.100000e+01 y_pred[4] 1.100000e+01 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[5] 1.200000e+01 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[6] 1.100000e+01 1.300000e+01 1.500000e+01 2.000000e+01 y_pred[7] 1.400000e+01 1.700000e+01 2.000000e+01 2.502500e+01 y_pred[8] 2.000000e+01 2.300000e+01 2.700000e+01 3.300000e+01 y_pred[9] 1.900000e+01 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[10] 2.400000e+01 2.700000e+01 3.100000e+01 3.900000e+01 y_pred[11] 5.200000e+01 5.700000e+01 6.300000e+01 7.400000e+01 y_pred[12] 2.100000e+01 2.400000e+01 2.800000e+01 3.500000e+01 y_pred[13] 3.900000e+01 4.300000e+01 4.800000e+01 5.600000e+01 y_pred[14] 3.100000e+01 3.500000e+01 3.900000e+01 4.700000e+01 y_pred[15] 2.600000e+01 3.000000e+01 3.300000e+01 4.100000e+01 y_pred[16] 3.900000e+02 4.070000e+02 4.220000e+02 4.540000e+02 y_pred[17] 1.900000e+01 2.200000e+01 2.600000e+01 3.200000e+01 y_pred[18] 3.300000e+01 3.700000e+01 4.100000e+01 5.000000e+01 y_pred[19] 1.900000e+01 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[20] 2.290000e+02 2.390000e+02 2.512500e+02 2.730000e+02 y_pred[21] 2.200000e+01 2.500000e+01 2.900000e+01 3.600000e+01 y_pred[22] 1.900000e+01 2.200000e+01 2.600000e+01 3.200000e+01 y_pred[23] 3.800000e+01 4.200000e+01 4.700000e+01 5.600000e+01 y_pred[24] 4.200000e+01 4.700000e+01 5.200000e+01 6.100000e+01 y_pred[25] 3.400000e+01 3.800000e+01 4.300000e+01 5.100000e+01 y_pred[26] 3.800000e+01 4.300000e+01 4.700000e+01 5.700000e+01 y_pred[27] 1.900000e+01 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[28] 2.175000e+01 2.500000e+01 2.900000e+01 3.600000e+01 y_pred[29] 2.300000e+01 2.600000e+01 3.000000e+01 3.600000e+01 y_pred[30] 2.900000e+01 3.300000e+01 3.700000e+01 4.500000e+01 y_pred[31] 1.900000e+01 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[32] 2.000000e+01 2.300000e+01 2.700000e+01 3.400000e+01 y_pred[33] 2.700000e+01 3.000000e+01 3.400000e+01 4.100000e+01 y_pred[34] 1.900000e+01 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[35] 8.500000e+01 9.100000e+01 9.800000e+01 1.110000e+02 y_pred[36] 1.900000e+01 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[37] 1.900000e+01 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[38] 9.100000e+01 9.800000e+01 1.050000e+02 1.190000e+02 y_pred[39] 5.300000e+01 5.900000e+01 6.400000e+01 7.500000e+01 y_pred[40] 3.100000e+01 3.500000e+01 3.900000e+01 4.700000e+01 y_pred[41] 2.100000e+01 2.400000e+01 2.800000e+01 3.500000e+01 y_pred[42] 2.800000e+01 3.100000e+01 3.500000e+01 4.300000e+01 y_pred[43] 2.100000e+01 2.400000e+01 2.800000e+01 3.402500e+01 y_pred[44] 2.200000e+01 2.500000e+01 2.800000e+01 3.600000e+01 y_pred[45] 2.100000e+01 2.400000e+01 2.700000e+01 3.400000e+01 y_pred[46] 1.900000e+01 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[47] 1.900000e+01 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[48] 1.900000e+01 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[49] 1.900000e+01 2.200000e+01 2.500000e+01 3.100000e+01 y_pred[50] 1.900000e+01 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[51] 2.200000e+01 2.500000e+01 2.900000e+01 3.600000e+01 y_pred[52] 2.700000e+01 3.100000e+01 3.400000e+01 4.300000e+01 y_pred[53] 2.000000e+01 2.300000e+01 2.600000e+01 3.300000e+01 y_pred[54] 2.200000e+01 2.500000e+01 2.800000e+01 3.500000e+01 y_pred[55] 1.500000e+01 1.800000e+01 2.000000e+01 2.700000e+01 y_pred[56] 1.330000e+02 1.410000e+02 1.490000e+02 1.650000e+02 y_pred[57] 3.600000e+01 4.000000e+01 4.500000e+01 5.300000e+01 y_pred[58] 7.000000e+01 7.600000e+01 8.200000e+01 9.400000e+01 y_pred[59] 1.400000e+01 1.700000e+01 2.000000e+01 2.500000e+01 y_pred[60] 1.670000e+02 1.760000e+02 1.860000e+02 2.050000e+02 y_pred[61] 1.500000e+01 1.700000e+01 2.000000e+01 2.600000e+01 y_pred[62] 9.000000e+00 1.100000e+01 1.400000e+01 1.800000e+01 y_pred[63] 7.600000e+01 8.200000e+01 8.800000e+01 1.020000e+02 y_pred[64] 2.000000e+01 2.400000e+01 2.700000e+01 3.400000e+01 y_pred[65] 1.100000e+01 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[66] 4.000000e+01 4.400000e+01 4.900000e+01 5.800000e+01 y_pred[67] 1.200000e+01 1.400000e+01 1.700000e+01 2.200000e+01 y_pred[68] 3.400000e+01 3.800000e+01 4.200000e+01 5.100000e+01 y_pred[69] 1.200000e+01 1.500000e+01 1.700000e+01 2.300000e+01 y_pred[70] 5.500000e+01 6.050000e+01 6.600000e+01 7.600000e+01 y_pred[71] 1.400000e+01 1.700000e+01 2.000000e+01 2.600000e+01 y_pred[72] 8.500000e+01 9.100000e+01 9.800000e+01 1.120000e+02 y_pred[73] 1.100000e+01 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[74] 1.100000e+01 1.300000e+01 1.600000e+01 2.200000e+01 y_pred[75] 1.600000e+01 1.900000e+01 2.200000e+01 2.900000e+01 y_pred[76] 1.100000e+01 1.400000e+01 1.600000e+01 2.200000e+01 y_pred[77] 3.300000e+01 3.700000e+01 4.100000e+01 5.000000e+01 y_pred[78] 3.900000e+01 4.300000e+01 4.800000e+01 5.700000e+01 y_pred[79] 1.200000e+01 1.400000e+01 1.700000e+01 2.200000e+01 y_pred[80] 1.200000e+01 1.500000e+01 1.700000e+01 2.300000e+01 y_pred[81] 1.100000e+01 1.300000e+01 1.500000e+01 2.100000e+01 y_pred[82] 1.300000e+01 1.600000e+01 1.800000e+01 2.400000e+01 y_pred[83] 3.300000e+01 3.700000e+01 4.100000e+01 4.900000e+01 y_pred[84] 1.600000e+01 1.900000e+01 2.200000e+01 2.800000e+01 y_pred[85] 1.300000e+01 1.600000e+01 1.900000e+01 2.500000e+01 y_pred[86] 1.000000e+01 1.300000e+01 1.500000e+01 2.100000e+01 y_pred[87] 1.300000e+01 1.600000e+01 1.900000e+01 2.400000e+01 y_pred[88] 5.000000e+00 7.000000e+00 9.000000e+00 1.300000e+01 y_pred[89] 6.000000e+00 8.000000e+00 1.000000e+01 1.400000e+01 y_pred[90] 7.000000e+00 9.000000e+00 1.100000e+01 1.600000e+01 y_pred[91] 7.000000e+00 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[92] 1.000000e+01 1.200000e+01 1.500000e+01 2.000000e+01 y_pred[93] 8.000000e+00 1.100000e+01 1.300000e+01 1.800000e+01 y_pred[94] 1.900000e+01 2.200000e+01 2.600000e+01 3.202500e+01 y_pred[95] 5.000000e+01 5.450000e+01 6.000000e+01 7.100000e+01 y_pred[96] 7.000000e+00 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[97] 7.000000e+00 9.000000e+00 1.100000e+01 1.600000e+01 y_pred[98] 7.000000e+00 9.000000e+00 1.100000e+01 1.600000e+01 y_pred[99] 6.000000e+00 7.000000e+00 9.000000e+00 1.300000e+01 y_pred[100] 6.000000e+00 8.000000e+00 1.000000e+01 1.400000e+01 y_pred[101] 7.000000e+00 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[102] 7.000000e+00 9.000000e+00 1.100000e+01 1.502500e+01 y_pred[103] 7.000000e+00 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[104] 7.000000e+00 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[105] 7.000000e+00 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[106] 8.000000e+00 1.000000e+01 1.200000e+01 1.700000e+01 y_pred[107] 4.000000e+00 6.000000e+00 7.000000e+00 1.002500e+01 y_pred[108] 5.000000e+00 7.000000e+00 9.000000e+00 1.300000e+01 y_pred[109] 9.000000e+00 1.100000e+01 1.400000e+01 1.900000e+01 y_pred[110] 1.800000e+01 2.100000e+01 2.400000e+01 3.100000e+01 y_pred[111] 5.000000e+00 7.000000e+00 9.000000e+00 1.300000e+01 y_pred[112] 1.300000e+01 1.600000e+01 1.900000e+01 2.400000e+01 y_pred[113] 1.000000e+00 2.000000e+00 3.000000e+00 5.000000e+00 y_pred[114] 7.000000e+00 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[115] 2.600000e+01 3.000000e+01 3.300000e+01 4.100000e+01 y_pred[116] 1.400000e+01 1.700000e+01 2.000000e+01 2.600000e+01 y_pred[117] 7.000000e+00 9.000000e+00 1.100000e+01 1.600000e+01 y_pred[118] 7.000000e+00 9.000000e+00 1.125000e+01 1.600000e+01 y_pred[119] 7.000000e+00 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[120] 7.000000e+00 9.000000e+00 1.100000e+01 1.502500e+01 y_pred[121] 1.100000e+01 1.300000e+01 1.500000e+01 2.000000e+01 y_pred[122] 2.300000e+01 2.700000e+01 3.000000e+01 3.700000e+01 y_pred[123] 8.000000e+00 1.000000e+01 1.200000e+01 1.700000e+01 y_pred[124] 7.000000e+00 9.000000e+00 1.100000e+01 1.600000e+01 y_pred[125] 7.000000e+00 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[126] 8.000000e+00 1.000000e+01 1.200000e+01 1.600000e+01 y_pred[127] 5.000000e+00 7.000000e+00 9.000000e+00 1.300000e+01 y_pred[128] 7.000000e+00 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[129] 9.000000e+00 1.100000e+01 1.400000e+01 1.800000e+01 y_pred[130] 9.300000e+01 9.900000e+01 1.070000e+02 1.210000e+02 y_pred[131] 1.500000e+01 1.700000e+01 2.000000e+01 2.700000e+01 y_pred[132] 5.000000e+00 7.000000e+00 9.000000e+00 1.300000e+01 y_pred[133] 5.000000e+00 7.000000e+00 9.000000e+00 1.300000e+01 y_pred[134] 7.000000e+00 9.000000e+00 1.100000e+01 1.600000e+01 y_pred[135] 7.000000e+00 9.000000e+00 1.100000e+01 1.600000e+01 y_pred[136] 1.300000e+01 1.600000e+01 1.900000e+01 2.500000e+01 y_pred[137] 1.200000e+01 1.400000e+01 1.700000e+01 2.200000e+01 y_pred[138] 7.000000e+00 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[139] 1.000000e+01 1.200000e+01 1.500000e+01 2.000000e+01 y_pred[140] 8.000000e+00 1.100000e+01 1.300000e+01 1.800000e+01 y_pred[141] 1.500000e+01 1.800000e+01 2.100000e+01 2.700000e+01 y_pred[142] 4.000000e+00 6.000000e+00 8.000000e+00 1.100000e+01 y_pred[143] 1.100000e+01 1.350000e+01 1.600000e+01 2.200000e+01 y_pred[144] 2.800000e+01 3.200000e+01 3.600000e+01 4.300000e+01 y_pred[145] 1.600000e+01 1.900000e+01 2.200000e+01 2.800000e+01 y_pred[146] 1.100000e+01 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[147] 1.100000e+01 1.300000e+01 1.500000e+01 2.000000e+01 y_pred[148] 1.300000e+01 1.600000e+01 1.900000e+01 2.400000e+01 y_pred[149] 1.100000e+01 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[150] 1.300000e+01 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[151] 1.000000e+01 1.300000e+01 1.500000e+01 2.100000e+01 y_pred[152] 1.100000e+01 1.300000e+01 1.500000e+01 2.100000e+01 y_pred[153] 1.000000e+01 1.300000e+01 1.500000e+01 2.100000e+01 y_pred[154] 8.000000e+00 1.100000e+01 1.300000e+01 1.800000e+01 y_pred[155] 1.200000e+01 1.500000e+01 1.700000e+01 2.300000e+01 y_pred[156] 1.100000e+01 1.300000e+01 1.500000e+01 2.100000e+01 y_pred[157] 1.500000e+01 1.700000e+01 2.000000e+01 2.600000e+01 y_pred[158] 3.100000e+01 3.500000e+01 3.800000e+01 4.700000e+01 y_pred[159] 1.100000e+01 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[160] 2.300000e+01 2.600000e+01 3.000000e+01 3.700000e+01 y_pred[161] 3.300000e+01 3.700000e+01 4.100000e+01 5.000000e+01 y_pred[162] 1.100000e+01 1.400000e+01 1.600000e+01 2.200000e+01 y_pred[163] 6.000000e+00 8.000000e+00 1.000000e+01 1.400000e+01 y_pred[164] 1.400000e+01 1.700000e+01 2.000000e+01 2.600000e+01 y_pred[165] 1.000000e+01 1.200000e+01 1.500000e+01 1.900000e+01 y_pred[166] 8.000000e+00 1.000000e+01 1.200000e+01 1.702500e+01 y_pred[167] 1.200000e+01 1.400000e+01 1.700000e+01 2.200000e+01 y_pred[168] 4.500000e+01 5.000000e+01 5.500000e+01 6.500000e+01 y_pred[169] 2.200000e+01 2.500000e+01 2.800000e+01 3.600000e+01 y_pred[170] 1.100000e+01 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[171] 2.900000e+01 3.300000e+01 3.700000e+01 4.500000e+01 y_pred[172] 1.300000e+01 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[173] 1.100000e+01 1.400000e+01 1.600000e+01 2.200000e+01 y_pred[174] 6.000000e+00 8.000000e+00 1.000000e+01 1.500000e+01 y_pred[175] 1.900000e+01 2.200000e+01 2.600000e+01 3.300000e+01 y_pred[176] 1.600000e+01 1.900000e+01 2.200000e+01 2.900000e+01 y_pred[177] 8.000000e+00 1.000000e+01 1.300000e+01 1.700000e+01 y_pred[178] 1.200000e+01 1.400000e+01 1.700000e+01 2.200000e+01 y_pred[179] 1.700000e+01 2.000000e+01 2.400000e+01 3.000000e+01 y_pred[180] 1.600000e+01 1.900000e+01 2.200000e+01 2.800000e+01 y_pred[181] 1.100000e+01 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[182] 1.900000e+01 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[183] 8.000000e+00 1.000000e+01 1.300000e+01 1.700000e+01 y_pred[184] 8.000000e+00 1.000000e+01 1.300000e+01 1.700000e+01 y_pred[185] 1.100000e+01 1.300000e+01 1.500000e+01 2.100000e+01 y_pred[186] 1.100000e+01 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[187] 1.600000e+01 1.900000e+01 2.200000e+01 2.900000e+01 y_pred[188] 1.500000e+01 1.800000e+01 2.100000e+01 2.700000e+01 y_pred[189] 1.900000e+01 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[190] 1.600000e+01 1.900000e+01 2.200000e+01 2.800000e+01 y_pred[191] 1.900000e+01 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[192] 1.100000e+01 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[193] 8.000000e+00 1.000000e+01 1.300000e+01 1.700000e+01 y_pred[194] 1.200000e+01 1.400000e+01 1.700000e+01 2.200000e+01 y_pred[195] 1.200000e+01 1.500000e+01 1.700000e+01 2.300000e+01 y_pred[196] 1.200000e+01 1.500000e+01 1.700000e+01 2.300000e+01 y_pred[197] 1.600000e+01 1.900000e+01 2.200000e+01 2.802500e+01 y_pred[198] 1.900000e+01 2.200000e+01 2.600000e+01 3.200000e+01 y_pred[199] 9.000000e+00 1.100000e+01 1.400000e+01 1.900000e+01 y_pred[200] 3.100000e+01 3.500000e+01 3.900000e+01 4.700000e+01 y_pred[201] 2.500000e+01 2.900000e+01 3.200000e+01 3.900000e+01 y_pred[202] 2.700000e+01 3.100000e+01 3.500000e+01 4.300000e+01 y_pred[203] 1.000000e+01 1.300000e+01 1.500000e+01 2.100000e+01 y_pred[204] 1.100000e+01 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[205] 1.100000e+01 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[206] 1.100000e+01 1.300000e+01 1.500000e+01 2.100000e+01 y_pred[207] 1.600000e+01 1.800000e+01 2.100000e+01 2.700000e+01 y_pred[208] 1.000000e+01 1.300000e+01 1.600000e+01 2.002500e+01 y_pred[209] 8.000000e+00 1.000000e+01 1.200000e+01 1.700000e+01 y_pred[210] 1.100000e+01 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[211] 1.000000e+01 1.300000e+01 1.500000e+01 2.000000e+01 y_pred[212] 2.600000e+01 3.000000e+01 3.400000e+01 4.100000e+01 y_pred[213] 1.200000e+01 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[214] 1.600000e+01 1.900000e+01 2.200000e+01 2.900000e+01 y_pred[215] 1.600000e+01 1.900000e+01 2.200000e+01 2.802500e+01 y_pred[216] 2.400000e+01 2.700000e+01 3.100000e+01 3.900000e+01 y_pred[217] 9.200000e+01 9.800000e+01 1.050000e+02 1.180000e+02 y_pred[218] 2.200000e+01 2.500000e+01 2.900000e+01 3.500000e+01 y_pred[219] 1.900000e+01 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[220] 1.900000e+01 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[221] 4.400000e+01 4.900000e+01 5.400000e+01 6.300000e+01 y_pred[222] 8.875000e+01 9.500000e+01 1.020000e+02 1.150000e+02 y_pred[223] 7.700000e+01 8.300000e+01 8.900000e+01 1.010000e+02 y_pred[224] 2.000000e+01 2.300000e+01 2.600000e+01 3.300000e+01 y_pred[225] 2.200000e+01 2.500000e+01 2.900000e+01 3.600000e+01 y_pred[226] 2.500000e+01 2.800000e+01 3.200000e+01 3.900000e+01 y_pred[227] 2.000000e+01 2.300000e+01 2.600000e+01 3.400000e+01 y_pred[228] 2.200000e+01 2.500000e+01 2.800000e+01 3.600000e+01 y_pred[229] 1.700000e+01 2.000000e+01 2.300000e+01 2.900000e+01 y_pred[230] 3.200000e+01 3.600000e+01 4.000000e+01 4.900000e+01 y_pred[231] 1.900000e+01 2.200000e+01 2.500000e+01 3.100000e+01 y_pred[232] 2.800000e+01 3.100000e+01 3.500000e+01 4.300000e+01 y_pred[233] 1.900000e+01 2.200000e+01 2.500000e+01 3.102500e+01 y_pred[234] 1.900000e+01 2.200000e+01 2.600000e+01 3.300000e+01 y_pred[235] 1.900000e+01 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[236] 1.300000e+01 1.500000e+01 1.800000e+01 2.400000e+01 y_pred[237] 1.200000e+01 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[238] 1.200000e+01 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[239] 1.200000e+01 1.500000e+01 1.800000e+01 2.302500e+01 y_pred[240] 1.300000e+01 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[241] 1.800000e+01 2.100000e+01 2.400000e+01 3.100000e+01 y_pred[242] 1.000000e+01 1.300000e+01 1.500000e+01 2.000000e+01 y_pred[243] 1.300000e+01 1.500000e+01 1.800000e+01 2.400000e+01 y_pred[244] 1.300000e+01 1.500000e+01 1.800000e+01 2.400000e+01 y_pred[245] 3.400000e+01 3.800000e+01 4.300000e+01 5.100000e+01 y_pred[246] 1.200000e+01 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[247] 2.100000e+01 2.400000e+01 2.800000e+01 3.400000e+01 y_pred[248] 1.200000e+01 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[249] 1.200000e+01 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[250] 7.000000e+00 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[251] 1.300000e+01 1.500000e+01 1.800000e+01 2.400000e+01 y_pred[252] 1.200000e+01 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[253] 1.200000e+01 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[254] 8.000000e+00 1.000000e+01 1.300000e+01 1.700000e+01 y_pred[255] 1.400000e+01 1.700000e+01 2.000000e+01 2.600000e+01 y_pred[256] 1.400000e+01 1.600000e+01 1.900000e+01 2.500000e+01 y_pred[257] 1.000000e+01 1.200000e+01 1.400000e+01 2.000000e+01 y_pred[258] 1.900000e+01 2.200000e+01 2.600000e+01 3.202500e+01 y_pred[259] 1.200000e+01 1.500000e+01 1.700000e+01 2.300000e+01 y_pred[260] 1.200000e+01 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[261] 1.200000e+01 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[262] 1.200000e+01 1.500000e+01 1.800000e+01 2.400000e+01 lp__ 1.760323e+04 1.760425e+04 1.760497e+04 1.760567e+04 n_eff Rhat b0 773.4659 1.0004176 b_roach1 1525.8189 1.0001634 b_treatment 672.2286 1.0037138 b_senior 797.2554 1.0055810 loglambda[1] 1097.3872 1.0008010 loglambda[2] 1128.6230 1.0007287 loglambda[3] 1024.5707 1.0010854 loglambda[4] 1023.1300 1.0010891 loglambda[5] 1024.2126 1.0010863 loglambda[6] 1026.3887 1.0010807 loglambda[7] 963.9637 1.0012514 loglambda[8] 967.4395 1.0012414 loglambda[9] 772.9101 1.0004222 loglambda[10] 766.4999 1.0004849 loglambda[11] 848.0117 1.0012688 loglambda[12] 765.6595 1.0004951 loglambda[13] 783.2606 1.0010056 loglambda[14] 784.3432 1.0010125 loglambda[15] 758.9307 1.0006527 loglambda[16] 1997.2162 1.0009551 loglambda[17] 759.6857 1.0006089 loglambda[18] 765.8735 1.0008543 loglambda[19] 772.3627 1.0004268 loglambda[20] 1728.6834 1.0012351 loglambda[21] 763.2266 1.0005292 loglambda[22] 771.2936 1.0004361 loglambda[23] 780.1740 1.0009850 loglambda[24] 835.3563 1.0012337 loglambda[25] 768.8031 1.0008885 loglambda[26] 781.1763 1.0009919 loglambda[27] 760.1274 1.0005941 loglambda[28] 764.4785 1.0005107 loglambda[29] 762.4190 1.0005428 loglambda[30] 759.7706 1.0007377 loglambda[31] 771.7651 1.0004320 loglambda[32] 768.0685 1.0004674 loglambda[33] 758.8568 1.0006711 loglambda[34] 772.0222 1.0004297 loglambda[35] 1063.2411 1.0014909 loglambda[36] 773.4659 1.0004176 loglambda[37] 773.4659 1.0004176 loglambda[38] 1265.3252 1.0014785 loglambda[39] 766.5365 1.0008626 loglambda[40] 766.0745 1.0004900 loglambda[41] 766.1250 1.0004894 loglambda[42] 758.9837 1.0006961 loglambda[43] 766.0745 1.0004900 loglambda[44] 759.1001 1.0007056 loglambda[45] 766.6078 1.0004837 loglambda[46] 772.8164 1.0004230 loglambda[47] 772.9101 1.0004222 loglambda[48] 772.3627 1.0004268 loglambda[49] 773.4659 1.0004176 loglambda[50] 772.3627 1.0004268 loglambda[51] 772.3627 1.0004268 loglambda[52] 761.0317 1.0005705 loglambda[53] 769.7565 1.0004504 loglambda[54] 764.8614 1.0005055 loglambda[55] 772.3627 1.0004268 loglambda[56] 1367.5010 1.0014433 loglambda[57] 954.7643 1.0012362 loglambda[58] 1024.5225 1.0009949 loglambda[59] 1025.4295 1.0010832 loglambda[60] 1170.9276 1.0006168 loglambda[61] 984.7706 1.0011922 loglambda[62] 1006.3832 1.0011332 loglambda[63] 1038.0855 1.0009557 loglambda[64] 991.8981 1.0011725 loglambda[65] 1024.4838 1.0010856 loglambda[66] 983.0087 1.0011273 loglambda[67] 1012.3915 1.0011172 loglambda[68] 947.6490 1.0012727 loglambda[69] 1004.3764 1.0011386 loglambda[70] 989.2074 1.0011061 loglambda[71] 987.9924 1.0011833 loglambda[72] 1156.5785 1.0006683 loglambda[73] 1018.8383 1.0011003 loglambda[74] 1022.0512 1.0010919 loglambda[75] 970.9331 1.0012313 loglambda[76] 1018.3064 1.0011017 loglambda[77] 948.3620 1.0012971 loglambda[78] 953.8200 1.0012405 loglambda[79] 1012.5265 1.0011169 loglambda[80] 1007.3945 1.0011305 loglambda[81] 1026.3887 1.0010807 loglambda[82] 998.4898 1.0011545 loglambda[83] 946.5459 1.0012807 loglambda[84] 993.7493 1.0011674 loglambda[85] 997.5293 1.0011571 loglambda[86] 1026.3887 1.0010807 loglambda[87] 997.5293 1.0011571 loglambda[88] 1033.4126 1.0025684 loglambda[89] 1015.4767 1.0025516 loglambda[90] 1026.8481 1.0025633 loglambda[91] 1033.4126 1.0025684 loglambda[92] 934.7762 1.0022783 loglambda[93] 1000.0880 1.0025293 loglambda[94] 921.7298 1.0021473 loglambda[95] 919.3905 1.0014836 loglambda[96] 1032.0858 1.0025675 loglambda[97] 1030.7659 1.0025665 loglambda[98] 1025.5562 1.0025621 loglambda[99] 1029.4530 1.0025654 loglambda[100] 1029.4530 1.0025654 loglambda[101] 1033.4126 1.0025684 loglambda[102] 1033.4126 1.0025684 loglambda[103] 1033.4126 1.0025684 loglambda[104] 1031.7552 1.0025672 loglambda[105] 1033.4126 1.0025684 loglambda[106] 1013.0287 1.0025486 loglambda[107] 959.8763 1.0024191 loglambda[108] 1032.0858 1.0025675 loglambda[109] 1010.6097 1.0025454 loglambda[110] 925.0346 1.0021879 loglambda[111] 1030.7659 1.0025665 loglambda[112] 948.6884 1.0023668 loglambda[113] 1033.4126 1.0025684 loglambda[114] 1031.7552 1.0025672 loglambda[115] 912.2355 1.0019456 loglambda[116] 942.1888 1.0023297 loglambda[117] 1026.8481 1.0025633 loglambda[118] 1024.2713 1.0025609 loglambda[119] 1033.4126 1.0025684 loglambda[120] 1028.1470 1.0025644 loglambda[121] 972.4022 1.0024640 loglambda[122] 919.6207 1.0021172 loglambda[123] 1032.0858 1.0025675 loglambda[124] 1031.7552 1.0025672 loglambda[125] 998.9560 1.0025274 loglambda[126] 1014.2490 1.0025501 loglambda[127] 1032.2447 1.0025676 loglambda[128] 1033.4126 1.0025684 loglambda[129] 993.4078 1.0025170 loglambda[130] 920.2250 1.0021262 loglambda[131] 923.4560 1.0021694 loglambda[132] 1030.7659 1.0025665 loglambda[133] 1030.7659 1.0025665 loglambda[134] 1033.4126 1.0025684 loglambda[135] 1029.4530 1.0025654 loglambda[136] 979.8648 1.0024856 loglambda[137] 959.8763 1.0024191 loglambda[138] 1033.4126 1.0025684 loglambda[139] 976.9217 1.0024775 loglambda[140] 999.9404 1.0025291 loglambda[141] 981.8009 1.0012005 loglambda[142] 1026.3887 1.0010807 loglambda[143] 1022.0512 1.0010919 loglambda[144] 1026.3887 1.0010807 loglambda[145] 1025.2989 1.0010835 loglambda[146] 1026.3887 1.0010807 loglambda[147] 1026.3887 1.0010807 loglambda[148] 1015.1371 1.0011100 loglambda[149] 1026.3887 1.0010807 loglambda[150] 1023.1300 1.0010891 loglambda[151] 1026.3887 1.0010807 loglambda[152] 1026.3887 1.0010807 loglambda[153] 1026.3887 1.0010807 loglambda[154] 1022.3206 1.0010912 loglambda[155] 1026.3887 1.0010807 loglambda[156] 1026.3887 1.0010807 loglambda[157] 773.4659 1.0004176 loglambda[158] 772.9763 1.0004217 loglambda[159] 1024.2126 1.0010863 loglambda[160] 957.8841 1.0012691 loglambda[161] 994.6847 1.0011648 loglambda[162] 1015.6626 1.0011086 loglambda[163] 1015.4207 1.0011092 loglambda[164] 773.4659 1.0004176 loglambda[165] 1012.5265 1.0011169 loglambda[166] 1025.2989 1.0010835 loglambda[167] 992.5892 1.0011706 loglambda[168] 773.4659 1.0004176 loglambda[169] 759.1474 1.0007088 loglambda[170] 1020.9763 1.0010947 loglambda[171] 948.3814 1.0012682 loglambda[172] 1002.0660 1.0011448 loglambda[173] 1019.9053 1.0010975 loglambda[174] 1015.6626 1.0011086 loglambda[175] 950.6670 1.0012904 loglambda[176] 974.2406 1.0012219 loglambda[177] 1026.3887 1.0010807 loglambda[178] 1009.1767 1.0011257 loglambda[179] 1018.0090 1.0011025 loglambda[180] 975.7688 1.0012175 loglambda[181] 1024.2126 1.0010863 loglambda[182] 962.1766 1.0012566 loglambda[183] 1026.3887 1.0010807 loglambda[184] 1026.3887 1.0010807 loglambda[185] 1026.3887 1.0010807 loglambda[186] 1022.9356 1.0010896 loglambda[187] 770.7723 1.0004408 loglambda[188] 771.8238 1.0004315 loglambda[189] 773.4659 1.0004176 loglambda[190] 768.3025 1.0004650 loglambda[191] 772.9101 1.0004222 loglambda[192] 1026.3887 1.0010807 loglambda[193] 1025.2989 1.0010835 loglambda[194] 1013.5673 1.0011141 loglambda[195] 1008.4110 1.0011278 loglambda[196] 1009.4325 1.0011251 loglambda[197] 1023.6709 1.0010877 loglambda[198] 1026.3887 1.0010807 loglambda[199] 1003.5003 1.0011409 loglambda[200] 954.2859 1.0012384 loglambda[201] 948.5616 1.0012965 loglambda[202] 990.9825 1.0011750 loglambda[203] 1026.3887 1.0010807 loglambda[204] 1023.1300 1.0010891 loglambda[205] 1024.1042 1.0010866 loglambda[206] 1026.3887 1.0010807 loglambda[207] 978.9280 1.0012086 loglambda[208] 1025.0270 1.0010842 loglambda[209] 1025.2989 1.0010835 loglambda[210] 1025.2989 1.0010835 loglambda[211] 1026.3887 1.0010807 loglambda[212] 1026.3887 1.0010807 loglambda[213] 975.0003 1.0012197 loglambda[214] 1021.8359 1.0010925 loglambda[215] 977.1343 1.0012137 loglambda[216] 995.6266 1.0011623 loglambda[217] 1029.6020 1.0014806 loglambda[218] 773.4659 1.0004176 loglambda[219] 772.3627 1.0004268 loglambda[220] 772.6353 1.0004245 loglambda[221] 782.4664 1.0010005 loglambda[222] 1241.1266 1.0014847 loglambda[223] 851.8577 1.0012784 loglambda[224] 764.8614 1.0005055 loglambda[225] 771.8238 1.0004315 loglambda[226] 773.1647 1.0004201 loglambda[227] 770.1353 1.0009022 loglambda[228] 764.4785 1.0005107 loglambda[229] 764.5732 1.0005094 loglambda[230] 758.9837 1.0006961 loglambda[231] 773.4659 1.0004176 loglambda[232] 772.9101 1.0004222 loglambda[233] 773.4659 1.0004176 loglambda[234] 770.5457 1.0004429 loglambda[235] 773.4659 1.0004176 loglambda[236] 810.2853 1.0092489 loglambda[237] 810.9967 1.0092362 loglambda[238] 810.9967 1.0092362 loglambda[239] 810.9967 1.0092362 loglambda[240] 810.9967 1.0092362 loglambda[241] 805.8464 1.0093189 loglambda[242] 810.9967 1.0092362 loglambda[243] 810.2853 1.0092489 loglambda[244] 810.5180 1.0092448 loglambda[245] 819.2977 1.0088529 loglambda[246] 810.9967 1.0092362 loglambda[247] 804.9419 1.0092840 loglambda[248] 810.7551 1.0092405 loglambda[249] 810.9967 1.0092362 loglambda[250] 810.9967 1.0092362 loglambda[251] 810.9967 1.0092362 loglambda[252] 810.7551 1.0092405 loglambda[253] 810.7551 1.0092405 loglambda[254] 810.4011 1.0092469 loglambda[255] 804.4512 1.0093202 loglambda[256] 808.1807 1.0092850 loglambda[257] 810.9967 1.0092362 loglambda[258] 810.9967 1.0092362 loglambda[259] 810.9967 1.0092362 loglambda[260] 810.9967 1.0092362 loglambda[261] 810.9967 1.0092362 loglambda[262] 810.9967 1.0092362 y_pred[1] 2046.8788 1.0006774 y_pred[2] 1913.0403 1.0020221 y_pred[3] 2009.6175 0.9991813 y_pred[4] 1930.0586 0.9987293 y_pred[5] 1882.6183 0.9996004 y_pred[6] 2018.3128 1.0008717 y_pred[7] 1928.3321 0.9986052 y_pred[8] 1958.0603 0.9985405 y_pred[9] 1597.1541 0.9985375 y_pred[10] 2037.2354 0.9999098 y_pred[11] 1854.4309 1.0007685 y_pred[12] 1826.1569 0.9983779 y_pred[13] 1910.7266 1.0004930 y_pred[14] 1931.4032 0.9997287 y_pred[15] 1938.9974 1.0017956 y_pred[16] 2114.5100 0.9996327 y_pred[17] 1909.2528 1.0020240 y_pred[18] 1850.7723 1.0001093 y_pred[19] 2017.7124 0.9985361 y_pred[20] 1949.9384 1.0013376 y_pred[21] 2026.4653 1.0006853 y_pred[22] 2051.5948 1.0003557 y_pred[23] 1838.3612 0.9991285 y_pred[24] 1913.3951 0.9992166 y_pred[25] 1976.3667 1.0001363 y_pred[26] 1624.7816 1.0004861 y_pred[27] 2089.4635 0.9993017 y_pred[28] 2071.0207 0.9997903 y_pred[29] 2022.9274 0.9988470 y_pred[30] 1821.3285 1.0003465 y_pred[31] 1963.9204 1.0008004 y_pred[32] 2108.6870 0.9990083 y_pred[33] 2068.2960 1.0004640 y_pred[34] 1966.9716 1.0002113 y_pred[35] 1630.9725 1.0003606 y_pred[36] 2053.9070 0.9985658 y_pred[37] 2033.6009 0.9998806 y_pred[38] 2006.0378 1.0028999 y_pred[39] 1997.0092 0.9988529 y_pred[40] 2165.3689 0.9986573 y_pred[41] 1430.9640 0.9998098 y_pred[42] 2223.1066 1.0002285 y_pred[43] 1922.5555 1.0005316 y_pred[44] 1815.7323 0.9996077 y_pred[45] 2087.1664 0.9999339 y_pred[46] 1867.4008 0.9983705 y_pred[47] 1908.9020 0.9989924 y_pred[48] 2118.2789 0.9992399 y_pred[49] 1969.7882 0.9987262 y_pred[50] 2009.0958 0.9990733 y_pred[51] 2226.7884 1.0001405 y_pred[52] 2011.5607 0.9992929 y_pred[53] 2053.2349 1.0008245 y_pred[54] 2036.1206 0.9986319 y_pred[55] 1897.0492 0.9992118 y_pred[56] 1819.4457 0.9994117 y_pred[57] 1954.4422 1.0000878 y_pred[58] 1943.9990 1.0002459 y_pred[59] 1933.9807 1.0000262 y_pred[60] 1973.3010 0.9988094 y_pred[61] 1918.0211 0.9986874 y_pred[62] 1514.6900 0.9995677 y_pred[63] 1649.5204 0.9992834 y_pred[64] 1945.8295 0.9995102 y_pred[65] 1889.0345 1.0001296 y_pred[66] 1842.8330 0.9982886 y_pred[67] 1799.8956 1.0044004 y_pred[68] 2032.8491 0.9990960 y_pred[69] 1887.9933 0.9992472 y_pred[70] 1628.9642 1.0008856 y_pred[71] 1811.3880 1.0005307 y_pred[72] 1968.5655 1.0005927 y_pred[73] 2013.0583 1.0005946 y_pred[74] 2092.1241 0.9994207 y_pred[75] 1885.1359 1.0001614 y_pred[76] 1802.8616 1.0001756 y_pred[77] 1848.9726 1.0011493 y_pred[78] 1870.8292 0.9994311 y_pred[79] 2007.1512 0.9998086 y_pred[80] 1998.2445 1.0006016 y_pred[81] 1988.8784 1.0012297 y_pred[82] 1984.2107 0.9985359 y_pred[83] 1926.7122 0.9993719 y_pred[84] 1936.3538 0.9989953 y_pred[85] 1914.8958 0.9998678 y_pred[86] 2089.9439 1.0007452 y_pred[87] 1998.9874 0.9992038 y_pred[88] 1977.9852 1.0011111 y_pred[89] 1955.3146 1.0002162 y_pred[90] 1888.8740 0.9991106 y_pred[91] 2000.6331 0.9988219 y_pred[92] 2168.2520 0.9998622 y_pred[93] 2060.9999 1.0029628 y_pred[94] 1834.5236 1.0021962 y_pred[95] 1803.5974 1.0019276 y_pred[96] 1860.1257 1.0001179 y_pred[97] 1927.1254 0.9984012 y_pred[98] 1939.8061 1.0003148 y_pred[99] 1943.9572 0.9994885 y_pred[100] 1860.5723 0.9995298 y_pred[101] 1702.7405 0.9999875 y_pred[102] 1618.5940 1.0024462 y_pred[103] 1729.2322 0.9999117 y_pred[104] 1903.3041 0.9997378 y_pred[105] 1945.9636 0.9996183 y_pred[106] 1695.6713 0.9994863 y_pred[107] 1994.6440 1.0028505 y_pred[108] 1722.0836 0.9994335 y_pred[109] 2055.8336 0.9991305 y_pred[110] 1960.3282 0.9993863 y_pred[111] 1783.8167 1.0005555 y_pred[112] 1984.0055 0.9993507 y_pred[113] 1878.8016 1.0001428 y_pred[114] 1933.8256 1.0004770 y_pred[115] 1576.1017 0.9995038 y_pred[116] 1924.7320 1.0001423 y_pred[117] 1760.2180 1.0013263 y_pred[118] 1829.2085 1.0011878 y_pred[119] 2154.5949 0.9990108 y_pred[120] 1882.8781 0.9999170 y_pred[121] 1975.7194 0.9987057 y_pred[122] 1969.0966 0.9994743 y_pred[123] 1932.1905 0.9994609 y_pred[124] 1618.5364 0.9997736 y_pred[125] 2094.1095 0.9988661 y_pred[126] 1871.6193 0.9993669 y_pred[127] 1808.5900 1.0037992 y_pred[128] 1894.5539 1.0011631 y_pred[129] 2097.1892 0.9992762 y_pred[130] 1872.3563 1.0003123 y_pred[131] 1910.9452 1.0005097 y_pred[132] 1903.6615 1.0005068 y_pred[133] 2015.8188 0.9984156 y_pred[134] 2090.1259 0.9992609 y_pred[135] 1831.6585 0.9990411 y_pred[136] 1972.6213 1.0012311 y_pred[137] 1914.8896 1.0024136 y_pred[138] 1909.8309 0.9987806 y_pred[139] 1939.6225 0.9991646 y_pred[140] 1899.8385 1.0000423 y_pred[141] 2072.8148 0.9990938 y_pred[142] 1943.7883 0.9998388 y_pred[143] 1801.9729 1.0015288 y_pred[144] 1782.4236 0.9994690 y_pred[145] 2144.0505 0.9999004 y_pred[146] 1757.2899 0.9994961 y_pred[147] 1785.0814 0.9987456 y_pred[148] 1739.3993 1.0000041 y_pred[149] 1908.7346 1.0002494 y_pred[150] 2052.8510 1.0013330 y_pred[151] 1775.9782 0.9992494 y_pred[152] 1986.0855 0.9988339 y_pred[153] 2166.9622 1.0012995 y_pred[154] 1561.2992 1.0005765 y_pred[155] 1815.6615 1.0004604 y_pred[156] 1862.5262 0.9992399 y_pred[157] 2018.2336 0.9995838 y_pred[158] 1703.6341 1.0004322 y_pred[159] 1975.5603 0.9995624 y_pred[160] 2138.3837 0.9998442 y_pred[161] 1927.1524 0.9998133 y_pred[162] 2002.4781 0.9999515 y_pred[163] 2024.5522 1.0024784 y_pred[164] 1848.1167 0.9987376 y_pred[165] 1266.5234 0.9993871 y_pred[166] 1932.8978 1.0008253 y_pred[167] 1962.1969 0.9995478 y_pred[168] 1585.6622 0.9999037 y_pred[169] 1925.0385 0.9999708 y_pred[170] 1878.5027 0.9993741 y_pred[171] 1846.5714 1.0019210 y_pred[172] 1937.9297 0.9999834 y_pred[173] 1986.8921 0.9999124 y_pred[174] 1804.4312 0.9994943 y_pred[175] 1835.5964 0.9989158 y_pred[176] 1877.1967 0.9998833 y_pred[177] 1557.5855 0.9985128 y_pred[178] 2017.4683 0.9989133 y_pred[179] 2128.3294 1.0006371 y_pred[180] 1962.0257 0.9991794 y_pred[181] 1837.3235 1.0005304 y_pred[182] 1884.5053 0.9995442 y_pred[183] 1575.8235 1.0005041 y_pred[184] 2024.2522 0.9995828 y_pred[185] 2021.6325 1.0007838 y_pred[186] 1749.4189 0.9996340 y_pred[187] 1903.8852 0.9995923 y_pred[188] 1969.5343 0.9994912 y_pred[189] 2213.4784 0.9990834 y_pred[190] 1978.2620 1.0005465 y_pred[191] 1783.7071 1.0011488 y_pred[192] 1974.2392 0.9992466 y_pred[193] 1897.5234 1.0028579 y_pred[194] 1994.0363 1.0004835 y_pred[195] 1932.8385 0.9993907 y_pred[196] 2134.7443 0.9982119 y_pred[197] 1723.0483 1.0028363 y_pred[198] 1909.9222 0.9994495 y_pred[199] 1979.3720 1.0000984 y_pred[200] 2095.8095 1.0000004 y_pred[201] 1966.5389 0.9988469 y_pred[202] 2017.2294 0.9996352 y_pred[203] 1992.3257 1.0000012 y_pred[204] 2050.2926 0.9997211 y_pred[205] 2098.3724 1.0000917 y_pred[206] 1609.2848 1.0021049 y_pred[207] 1930.2206 1.0006131 y_pred[208] 2081.2640 1.0010976 y_pred[209] 1630.4009 0.9995018 y_pred[210] 2042.2259 0.9993386 y_pred[211] 2050.8640 0.9989071 y_pred[212] 2079.8791 0.9995880 y_pred[213] 2022.0826 0.9993393 y_pred[214] 1909.8908 0.9992025 y_pred[215] 1828.9444 1.0001268 y_pred[216] 1890.1091 0.9991561 y_pred[217] 1973.6552 1.0009960 y_pred[218] 1644.3689 0.9989383 y_pred[219] 1904.9223 0.9994851 y_pred[220] 2051.7501 1.0002936 y_pred[221] 1921.8167 1.0017847 y_pred[222] 1939.0906 1.0015894 y_pred[223] 1881.9891 0.9998355 y_pred[224] 1969.0529 0.9995694 y_pred[225] 2013.9527 1.0019027 y_pred[226] 2099.3813 0.9989861 y_pred[227] 1847.5698 1.0022572 y_pred[228] 1934.8102 0.9986356 y_pred[229] 2095.4824 1.0000473 y_pred[230] 2006.4511 0.9988156 y_pred[231] 1822.4087 1.0008996 y_pred[232] 1899.5529 0.9995379 y_pred[233] 1909.5512 1.0022338 y_pred[234] 2170.1126 0.9993976 y_pred[235] 1958.2128 0.9992153 y_pred[236] 2041.7531 1.0023389 y_pred[237] 2018.7616 1.0007912 y_pred[238] 2008.6818 1.0003501 y_pred[239] 2062.5748 1.0006563 y_pred[240] 1954.8340 1.0011792 y_pred[241] 1892.7578 1.0017495 y_pred[242] 2046.1214 0.9992513 y_pred[243] 1977.5731 0.9990904 y_pred[244] 1897.1107 0.9995523 y_pred[245] 1628.3188 0.9984072 y_pred[246] 1852.3383 0.9988114 y_pred[247] 1772.1995 0.9984381 y_pred[248] 1912.5195 0.9989495 y_pred[249] 1947.1619 0.9991835 y_pred[250] 1949.6086 1.0007374 y_pred[251] 2050.4664 1.0001630 y_pred[252] 1909.7372 0.9982504 y_pred[253] 1836.0099 0.9990745 y_pred[254] 2032.8327 1.0000894 y_pred[255] 1761.5461 1.0005654 y_pred[256] 2075.4260 0.9991995 y_pred[257] 1845.5687 0.9993664 y_pred[258] 1943.1990 0.9990136 y_pred[259] 1941.6935 0.9988180 y_pred[260] 2019.7302 0.9992046 y_pred[261] 2045.3958 0.9992081 y_pred[262] 2089.9617 0.9997841 lp__ 660.8219 1.0097049 $c_summary , , chains = chain:1 stats parameter mean sd 2.5% 25% b0 3.087286e+00 1.920172e-02 3.051372e+00 3.074906e+00 b_roach1 6.984941e-03 8.696671e-05 6.815967e-03 6.923654e-03 b_treatment -5.151072e-01 2.163984e-02 -5.536316e-01 -5.318356e-01 b_senior -3.796854e-01 3.342290e-02 -4.407749e-01 -4.031211e-01 loglambda[1] 4.500397e+00 2.380310e-02 4.453755e+00 4.486255e+00 loglambda[2] 4.375115e+00 2.505697e-02 4.326177e+00 4.359658e+00 loglambda[3] 2.583844e+00 2.286881e-02 2.538341e+00 2.568533e+00 loglambda[4] 2.593134e+00 2.280578e-02 2.547757e+00 2.577772e+00 loglambda[5] 2.719680e+00 2.285313e-02 2.674209e+00 2.704356e+00 loglambda[6] 2.572179e+00 2.294853e-02 2.526479e+00 2.556887e+00 loglambda[7] 2.837981e+00 2.024135e-02 2.797184e+00 2.824279e+00 loglambda[8] 3.156658e+00 2.039957e-02 3.115732e+00 3.142680e+00 loglambda[9] 3.094271e+00 1.914822e-02 3.058346e+00 3.081966e+00 loglambda[10] 3.318607e+00 1.847585e-02 3.283534e+00 3.306320e+00 loglambda[11] 4.052954e+00 1.511788e-02 4.022977e+00 4.043164e+00 loglambda[12] 3.199045e+00 1.837640e-02 3.164135e+00 3.186858e+00 loglambda[13] 3.764826e+00 1.549537e-02 3.734735e+00 3.754670e+00 loglambda[14] 3.548667e+00 1.547650e-02 3.518625e+00 3.538516e+00 loglambda[15] 3.394624e+00 1.710950e-02 3.361148e+00 3.383930e+00 loglambda[16] 6.007366e+00 3.120138e-02 5.948803e+00 5.986646e+00 loglambda[17] 3.120280e+00 1.741718e-02 3.086529e+00 3.109254e+00 loglambda[18] 3.611157e+00 1.602480e-02 3.579797e+00 3.601142e+00 loglambda[19] 3.101256e+00 1.909496e-02 3.065315e+00 3.088951e+00 loglambda[20] 5.479629e+00 2.346430e-02 5.439120e+00 5.463966e+00 loglambda[21] 3.244447e+00 1.806097e-02 3.209945e+00 3.232676e+00 loglambda[22] 3.115226e+00 1.898920e-02 3.079256e+00 3.102816e+00 loglambda[23] 3.743871e+00 1.555478e-02 3.713633e+00 3.733736e+00 loglambda[24] 3.856056e+00 1.512080e-02 3.826184e+00 3.846312e+00 loglambda[25] 3.646082e+00 1.588580e-02 3.615157e+00 3.636074e+00 loglambda[26] 3.750856e+00 1.553451e-02 3.720667e+00 3.740716e+00 loglambda[27] 3.102539e+00 1.752795e-02 3.068688e+00 3.091418e+00 loglambda[28] 3.220000e+00 1.822931e-02 3.185312e+00 3.208195e+00 loglambda[29] 3.261910e+00 1.794292e-02 3.227529e+00 3.250107e+00 loglambda[30] 3.488920e+00 1.659206e-02 3.455524e+00 3.478703e+00 loglambda[31] 3.109009e+00 1.903614e-02 3.073044e+00 3.096646e+00 loglambda[32] 3.160628e+00 1.865252e-02 3.125326e+00 3.148284e+00 loglambda[33] 3.415578e+00 1.698886e-02 3.382203e+00 3.405066e+00 loglambda[34] 3.105657e+00 1.906154e-02 3.069702e+00 3.093319e+00 loglambda[35] 4.512214e+00 1.622773e-02 4.478118e+00 4.501634e+00 loglambda[36] 3.087286e+00 1.920172e-02 3.051372e+00 3.074906e+00 loglambda[37] 3.087286e+00 1.920172e-02 3.051372e+00 3.074906e+00 loglambda[38] 4.584184e+00 1.789427e-02 4.548417e+00 4.572561e+00 loglambda[39] 4.071664e+00 1.598991e-02 4.040415e+00 4.061635e+00 loglambda[40] 3.548735e+00 1.842599e-02 3.513746e+00 3.536500e+00 loglambda[41] 3.191222e+00 1.843195e-02 3.156223e+00 3.178994e+00 loglambda[42] 3.443518e+00 1.683296e-02 3.410077e+00 3.433160e+00 loglambda[43] 3.192060e+00 1.842599e-02 3.157071e+00 3.179825e+00 loglambda[44] 3.230852e+00 1.677599e-02 3.197367e+00 3.220440e+00 loglambda[45] 3.183329e+00 1.848836e-02 3.148229e+00 3.171023e+00 loglambda[46] 3.095459e+00 1.913915e-02 3.059531e+00 3.083166e+00 loglambda[47] 3.094271e+00 1.914822e-02 3.058346e+00 3.081966e+00 loglambda[48] 3.101256e+00 1.909496e-02 3.065315e+00 3.088951e+00 loglambda[49] 3.087286e+00 1.920172e-02 3.051372e+00 3.074906e+00 loglambda[50] 3.101256e+00 1.909496e-02 3.065315e+00 3.088951e+00 loglambda[51] 3.234788e+00 1.909496e-02 3.198847e+00 3.222483e+00 loglambda[52] 3.430366e+00 1.771246e-02 3.396227e+00 3.418901e+00 loglambda[53] 3.136181e+00 1.883245e-02 3.100484e+00 3.123670e+00 loglambda[54] 3.213015e+00 1.827806e-02 3.178254e+00 3.201132e+00 loglambda[55] 2.878113e+00 1.909496e-02 2.842172e+00 2.865808e+00 loglambda[56] 4.945281e+00 1.886924e-02 4.908585e+00 4.932491e+00 loglambda[57] 3.697947e+00 1.930963e-02 3.659078e+00 3.685840e+00 loglambda[58] 4.332384e+00 2.127420e-02 4.289709e+00 4.318161e+00 loglambda[59] 2.829640e+00 2.290644e-02 2.784063e+00 2.814359e+00 loglambda[60] 5.174070e+00 2.750763e-02 5.120251e+00 5.157205e+00 loglambda[61] 2.865547e+00 2.115625e-02 2.823959e+00 2.850700e+00 loglambda[62] 2.445382e+00 2.208099e-02 2.401512e+00 2.430616e+00 loglambda[63] 4.409219e+00 2.170806e-02 4.365639e+00 4.395247e+00 loglambda[64] 3.166342e+00 2.146128e-02 3.124015e+00 3.151475e+00 loglambda[65] 2.584403e+00 2.286501e-02 2.538907e+00 2.569088e+00 loglambda[66] 3.803953e+00 2.004335e-02 3.763683e+00 3.790308e+00 loglambda[67] 2.663891e+00 2.233956e-02 2.619472e+00 2.648872e+00 loglambda[68] 3.647860e+00 1.916356e-02 3.608119e+00 3.636093e+00 loglambda[69] 2.718863e+00 2.199490e-02 2.675176e+00 2.704056e+00 loglambda[70] 4.108866e+00 2.021754e-02 4.067998e+00 4.095014e+00 loglambda[71] 2.839842e+00 2.129428e-02 2.797966e+00 2.824952e+00 loglambda[72] 4.523545e+00 2.628685e-02 4.471957e+00 4.507557e+00 loglambda[73] 2.621074e+00 2.261874e-02 2.576075e+00 2.606025e+00 loglambda[74] 2.600119e+00 2.275867e-02 2.554836e+00 2.584812e+00 loglambda[75] 2.987783e+00 2.055542e-02 2.946533e+00 2.974044e+00 loglambda[76] 2.624566e+00 2.259562e-02 2.579614e+00 2.609503e+00 loglambda[77] 3.611954e+00 1.935708e-02 3.571903e+00 3.600324e+00 loglambda[78] 3.773589e+00 1.928802e-02 3.734930e+00 3.761624e+00 loglambda[79] 2.662983e+00 2.234539e-02 2.618552e+00 2.647958e+00 loglambda[80] 2.697908e+00 2.212442e-02 2.653947e+00 2.683099e+00 loglambda[81] 2.572179e+00 2.294853e-02 2.526479e+00 2.556887e+00 loglambda[82] 2.760772e+00 2.174294e-02 2.717633e+00 2.745813e+00 loglambda[83] 3.605950e+00 1.915036e-02 3.565982e+00 3.594283e+00 loglambda[84] 2.929229e+00 2.154037e-02 2.886638e+00 2.914297e+00 loglambda[85] 2.767757e+00 2.170188e-02 2.724709e+00 2.752744e+00 loglambda[86] 2.572179e+00 2.294853e-02 2.526479e+00 2.556887e+00 loglambda[87] 2.767757e+00 2.170188e-02 2.724709e+00 2.752744e+00 loglambda[88] 1.969350e+00 2.984959e-02 1.907747e+00 1.949864e+00 loglambda[89] 2.067139e+00 2.970383e-02 2.005702e+00 2.047452e+00 loglambda[90] 2.227418e+00 2.979191e-02 2.165876e+00 2.208064e+00 loglambda[91] 2.192494e+00 2.984959e-02 2.130890e+00 2.173008e+00 loglambda[92] 2.541633e+00 2.995505e-02 2.483172e+00 2.520267e+00 loglambda[93] 2.381087e+00 2.961269e-02 2.320315e+00 2.361090e+00 loglambda[94] 3.114506e+00 3.044596e-02 3.056593e+00 3.092497e+00 loglambda[95] 3.994608e+00 3.474400e-02 3.927255e+00 3.969215e+00 loglambda[96] 2.199479e+00 2.983756e-02 2.137888e+00 2.180083e+00 loglambda[97] 2.206463e+00 2.982577e-02 2.144885e+00 2.187158e+00 loglambda[98] 2.234403e+00 2.978112e-02 2.172873e+00 2.215001e+00 loglambda[99] 1.990305e+00 2.981423e-02 1.928738e+00 1.970993e+00 loglambda[100] 2.059298e+00 2.981423e-02 1.997731e+00 2.039986e+00 loglambda[101] 2.192494e+00 2.984959e-02 2.130890e+00 2.173008e+00 loglambda[102] 2.192494e+00 2.984959e-02 2.130890e+00 2.173008e+00 loglambda[103] 2.192494e+00 2.984959e-02 2.130890e+00 2.173008e+00 loglambda[104] 2.201225e+00 2.983459e-02 2.139637e+00 2.181852e+00 loglambda[105] 2.192494e+00 2.984959e-02 2.130890e+00 2.173008e+00 loglambda[106] 2.304253e+00 2.968703e-02 2.242838e+00 2.284478e+00 loglambda[107] 1.751179e+00 2.960755e-02 1.690968e+00 1.731087e+00 loglambda[108] 1.976335e+00 2.983756e-02 1.914744e+00 1.956939e+00 loglambda[109] 2.451754e+00 2.967123e-02 2.390362e+00 2.431895e+00 loglambda[110] 3.056321e+00 3.028029e-02 2.998502e+00 3.034612e+00 loglambda[111] 1.983320e+00 2.982577e-02 1.921741e+00 1.964014e+00 loglambda[112] 2.768751e+00 2.970835e-02 2.709416e+00 2.747806e+00 loglambda[113] 5.830557e-01 2.984959e-02 5.214526e-01 5.635701e-01 loglambda[114] 2.201225e+00 2.983459e-02 2.139637e+00 2.181852e+00 loglambda[115] 3.386919e+00 3.143278e-02 3.328349e+00 3.363907e+00 loglambda[116] 2.834270e+00 2.980181e-02 2.775391e+00 2.812979e+00 loglambda[117] 2.227418e+00 2.979191e-02 2.165876e+00 2.208064e+00 loglambda[118] 2.241388e+00 2.977058e-02 2.179870e+00 2.221939e+00 loglambda[119] 2.192494e+00 2.984959e-02 2.130890e+00 2.173008e+00 loglambda[120] 2.220433e+00 2.980294e-02 2.158879e+00 2.201116e+00 loglambda[121] 2.567934e+00 2.956061e-02 2.507616e+00 2.547959e+00 loglambda[122] 3.290366e+00 3.057671e-02 3.232425e+00 3.268248e+00 loglambda[123] 2.333010e+00 2.983756e-02 2.271419e+00 2.313614e+00 loglambda[124] 2.201225e+00 2.983459e-02 2.139637e+00 2.181852e+00 loglambda[125] 2.164928e+00 2.960746e-02 2.104233e+00 2.144777e+00 loglambda[126] 2.297268e+00 2.969530e-02 2.235842e+00 2.277474e+00 loglambda[127] 1.975497e+00 2.983899e-02 1.913904e+00 1.956090e+00 loglambda[128] 2.192494e+00 2.984959e-02 2.130890e+00 2.173008e+00 loglambda[129] 2.422997e+00 2.958511e-02 2.362462e+00 2.402761e+00 loglambda[130] 4.599479e+00 3.053676e-02 4.541469e+00 4.577372e+00 loglambda[131] 2.859930e+00 3.035443e-02 2.802207e+00 2.838102e+00 loglambda[132] 1.983320e+00 2.982577e-02 1.921741e+00 1.964014e+00 loglambda[133] 1.983320e+00 2.982577e-02 1.921741e+00 1.964014e+00 loglambda[134] 2.192494e+00 2.984959e-02 2.130890e+00 2.173008e+00 loglambda[135] 2.213448e+00 2.981423e-02 2.151882e+00 2.194137e+00 loglambda[136] 2.765115e+00 2.955688e-02 2.704836e+00 2.745111e+00 loglambda[137] 2.667470e+00 2.960755e-02 2.607259e+00 2.647378e+00 loglambda[138] 2.192494e+00 2.984959e-02 2.130890e+00 2.173008e+00 loglambda[139] 2.534756e+00 2.955650e-02 2.474535e+00 2.514837e+00 loglambda[140] 2.381995e+00 2.961200e-02 2.321233e+00 2.361978e+00 loglambda[141] 2.889994e+00 2.102865e-02 2.848541e+00 2.875295e+00 loglambda[142] 1.789420e+00 2.294853e-02 1.743719e+00 1.774128e+00 loglambda[143] 2.600119e+00 2.275867e-02 2.554836e+00 2.584812e+00 loglambda[144] 3.459482e+00 2.294853e-02 3.413782e+00 3.444190e+00 loglambda[145] 2.935839e+00 2.290072e-02 2.890273e+00 2.920553e+00 loglambda[146] 2.572179e+00 2.294853e-02 2.526479e+00 2.556887e+00 loglambda[147] 2.572179e+00 2.294853e-02 2.526479e+00 2.556887e+00 loglambda[148] 2.779052e+00 2.245821e-02 2.734384e+00 2.763920e+00 loglambda[149] 2.572179e+00 2.294853e-02 2.526479e+00 2.556887e+00 loglambda[150] 2.726665e+00 2.280578e-02 2.681288e+00 2.711303e+00 loglambda[151] 2.572179e+00 2.294853e-02 2.526479e+00 2.556887e+00 loglambda[152] 2.572179e+00 2.294853e-02 2.526479e+00 2.556887e+00 loglambda[153] 2.572179e+00 2.294853e-02 2.526479e+00 2.556887e+00 loglambda[154] 2.375229e+00 2.277042e-02 2.329923e+00 2.359884e+00 loglambda[155] 2.705710e+00 2.294853e-02 2.660010e+00 2.690418e+00 loglambda[156] 2.572179e+00 2.294853e-02 2.526479e+00 2.556887e+00 loglambda[157] 2.864143e+00 1.920172e-02 2.828229e+00 2.851762e+00 loglambda[158] 3.545418e+00 1.915463e-02 3.509494e+00 3.533103e+00 loglambda[159] 2.586149e+00 2.285313e-02 2.540677e+00 2.570825e+00 loglambda[160] 3.271491e+00 1.995187e-02 3.230845e+00 3.257957e+00 loglambda[161] 3.615391e+00 2.158034e-02 3.572669e+00 3.600428e+00 loglambda[162] 2.642028e+00 2.248096e-02 2.597313e+00 2.626890e+00 loglambda[163] 2.084019e+00 2.247049e-02 2.039326e+00 2.068881e+00 loglambda[164] 2.864143e+00 1.920172e-02 2.828229e+00 2.851762e+00 loglambda[165] 2.508833e+00 2.234539e-02 2.464401e+00 2.493807e+00 loglambda[166] 2.356020e+00 2.290072e-02 2.310454e+00 2.340735e+00 loglambda[167] 2.650278e+00 2.149081e-02 2.607851e+00 2.635386e+00 loglambda[168] 3.913965e+00 1.920172e-02 3.878051e+00 3.901584e+00 loglambda[169] 3.234345e+00 1.675718e-02 3.200845e+00 3.223914e+00 loglambda[170] 2.607104e+00 2.271179e-02 2.561916e+00 2.591972e+00 loglambda[171] 3.514664e+00 1.917549e-02 3.475203e+00 3.502718e+00 loglambda[172] 2.735138e+00 2.189592e-02 2.691663e+00 2.720261e+00 loglambda[173] 2.642260e+00 2.266514e-02 2.597166e+00 2.627241e+00 loglambda[174] 2.131203e+00 2.248096e-02 2.086488e+00 2.116064e+00 loglambda[175] 3.116522e+00 1.955229e-02 3.075859e+00 3.103932e+00 loglambda[176] 2.956351e+00 2.070090e-02 2.915036e+00 2.942250e+00 loglambda[177] 2.349035e+00 2.294853e-02 2.303335e+00 2.333743e+00 loglambda[178] 2.685684e+00 2.220104e-02 2.641560e+00 2.670790e+00 loglambda[179] 3.022417e+00 2.258271e-02 2.977492e+00 3.007346e+00 loglambda[180] 2.942381e+00 2.076760e-02 2.901037e+00 2.928097e+00 loglambda[181] 2.586149e+00 2.285313e-02 2.540677e+00 2.570825e+00 loglambda[182] 3.082080e+00 2.015831e-02 3.041349e+00 3.068376e+00 loglambda[183] 2.349035e+00 2.294853e-02 2.303335e+00 2.333743e+00 loglambda[184] 2.349035e+00 2.294853e-02 2.303335e+00 2.333743e+00 loglambda[185] 2.572179e+00 2.294853e-02 2.526479e+00 2.556887e+00 loglambda[186] 2.594391e+00 2.279729e-02 2.549031e+00 2.579022e+00 loglambda[187] 2.968060e+00 1.893669e-02 2.932139e+00 2.955597e+00 loglambda[188] 2.885098e+00 1.904196e-02 2.849135e+00 2.872740e+00 loglambda[189] 3.087286e+00 1.920172e-02 3.051372e+00 3.074906e+00 loglambda[190] 2.933992e+00 1.867802e-02 2.898633e+00 2.921632e+00 loglambda[191] 3.094271e+00 1.914822e-02 3.058346e+00 3.081966e+00 loglambda[192] 2.572179e+00 2.294853e-02 2.526479e+00 2.556887e+00 loglambda[193] 2.356020e+00 2.290072e-02 2.310454e+00 2.340735e+00 loglambda[194] 2.655998e+00 2.239033e-02 2.611472e+00 2.640930e+00 loglambda[195] 2.690923e+00 2.216811e-02 2.646870e+00 2.676075e+00 loglambda[196] 2.683938e+00 2.221205e-02 2.639790e+00 2.669037e+00 loglambda[197] 2.946316e+00 2.282943e-02 2.900892e+00 2.930973e+00 loglambda[198] 3.111175e+00 2.294853e-02 3.065475e+00 3.095884e+00 loglambda[199] 2.465498e+00 2.195735e-02 2.421891e+00 2.450695e+00 loglambda[200] 3.557430e+00 1.929863e-02 3.518688e+00 3.545378e+00 loglambda[201] 3.347507e+00 1.938166e-02 3.307266e+00 3.335975e+00 loglambda[202] 3.435691e+00 2.142215e-02 3.393495e+00 3.420856e+00 loglambda[203] 2.572179e+00 2.294853e-02 2.526479e+00 2.556887e+00 loglambda[204] 2.593134e+00 2.280578e-02 2.547757e+00 2.577772e+00 loglambda[205] 2.586847e+00 2.284839e-02 2.541385e+00 2.571520e+00 loglambda[206] 2.572179e+00 2.294853e-02 2.526479e+00 2.556887e+00 loglambda[207] 2.914441e+00 2.090470e-02 2.873039e+00 2.899831e+00 loglambda[208] 2.580910e+00 2.288880e-02 2.535368e+00 2.565615e+00 loglambda[209] 2.356020e+00 2.290072e-02 2.310454e+00 2.340735e+00 loglambda[210] 2.579164e+00 2.290072e-02 2.533598e+00 2.563878e+00 loglambda[211] 2.572179e+00 2.294853e-02 2.526479e+00 2.556887e+00 loglambda[212] 3.398858e+00 2.294853e-02 3.353157e+00 3.383566e+00 loglambda[213] 2.726222e+00 2.073409e-02 2.684893e+00 2.712030e+00 loglambda[214] 2.958191e+00 2.274927e-02 2.912927e+00 2.942915e+00 loglambda[215] 2.958328e+00 2.082698e-02 2.916959e+00 2.943884e+00 loglambda[216] 3.320724e+00 2.162058e-02 3.277870e+00 3.305729e+00 loglambda[217] 4.589866e+00 1.598787e-02 4.556308e+00 4.579532e+00 loglambda[218] 3.220818e+00 1.920172e-02 3.184904e+00 3.208437e+00 loglambda[219] 3.101256e+00 1.909496e-02 3.065315e+00 3.088951e+00 loglambda[220] 3.097764e+00 1.912156e-02 3.061832e+00 3.085485e+00 loglambda[221] 3.893118e+00 1.550984e-02 3.862991e+00 3.882964e+00 loglambda[222] 4.551006e+00 1.767666e-02 4.515799e+00 4.539583e+00 loglambda[223] 4.421853e+00 1.512049e-02 4.391956e+00 4.411983e+00 loglambda[224] 3.123403e+00 1.827806e-02 3.088642e+00 3.111519e+00 loglambda[225] 3.241772e+00 1.904196e-02 3.205810e+00 3.229415e+00 loglambda[226] 3.342373e+00 1.917280e-02 3.306452e+00 3.330032e+00 loglambda[227] 3.149226e+00 1.583321e-02 3.118400e+00 3.139222e+00 loglambda[228] 3.220000e+00 1.822931e-02 3.185312e+00 3.208195e+00 loglambda[229] 2.995110e+00 1.824147e-02 2.960404e+00 2.983293e+00 loglambda[230] 3.577050e+00 1.683296e-02 3.543608e+00 3.566692e+00 loglambda[231] 3.087286e+00 1.920172e-02 3.051372e+00 3.074906e+00 loglambda[232] 3.450946e+00 1.914822e-02 3.415021e+00 3.438641e+00 loglambda[233] 3.087286e+00 1.920172e-02 3.051372e+00 3.074906e+00 loglambda[234] 3.125284e+00 1.891367e-02 3.089412e+00 3.112804e+00 loglambda[235] 3.087286e+00 1.920172e-02 3.051372e+00 3.074906e+00 loglambda[236] 2.728556e+00 3.137056e-02 2.669525e+00 2.707111e+00 loglambda[237] 2.707601e+00 3.139746e-02 2.648606e+00 2.686195e+00 loglambda[238] 2.707601e+00 3.139746e-02 2.648606e+00 2.686195e+00 loglambda[239] 2.707601e+00 3.139746e-02 2.648606e+00 2.686195e+00 loglambda[240] 2.707601e+00 3.139746e-02 2.648606e+00 2.686195e+00 loglambda[241] 3.041949e+00 3.122846e-02 2.982787e+00 3.020333e+00 loglambda[242] 2.553450e+00 3.139746e-02 2.494455e+00 2.532044e+00 loglambda[243] 2.728556e+00 3.137056e-02 2.669525e+00 2.707111e+00 loglambda[244] 2.721571e+00 3.137929e-02 2.662552e+00 2.700108e+00 loglambda[245] 3.650568e+00 3.232007e-02 3.587552e+00 3.627700e+00 loglambda[246] 2.707601e+00 3.139746e-02 2.648606e+00 2.686195e+00 loglambda[247] 3.184323e+00 3.132195e-02 3.123822e+00 3.161974e+00 loglambda[248] 2.714586e+00 3.138825e-02 2.655579e+00 2.693151e+00 loglambda[249] 2.707601e+00 3.139746e-02 2.648606e+00 2.686195e+00 loglambda[250] 2.196775e+00 3.139746e-02 2.137780e+00 2.175369e+00 loglambda[251] 2.735772e+00 3.139746e-02 2.676777e+00 2.714365e+00 loglambda[252] 2.714586e+00 3.138825e-02 2.655579e+00 2.693151e+00 loglambda[253] 2.714586e+00 3.138825e-02 2.655579e+00 2.693151e+00 loglambda[254] 2.347769e+00 3.137489e-02 2.288744e+00 2.326310e+00 loglambda[255] 2.842436e+00 3.123547e-02 2.782809e+00 2.820265e+00 loglambda[256] 2.799313e+00 3.129562e-02 2.740162e+00 2.778169e+00 loglambda[257] 2.484457e+00 3.139746e-02 2.425462e+00 2.463051e+00 loglambda[258] 3.103497e+00 3.139746e-02 3.044502e+00 3.082090e+00 loglambda[259] 2.707601e+00 3.139746e-02 2.648606e+00 2.686195e+00 loglambda[260] 2.707601e+00 3.139746e-02 2.648606e+00 2.686195e+00 loglambda[261] 2.707601e+00 3.139746e-02 2.648606e+00 2.686195e+00 loglambda[262] 2.707601e+00 3.139746e-02 2.648606e+00 2.686195e+00 y_pred[1] 9.013600e+01 9.410133e+00 7.347500e+01 8.400000e+01 y_pred[2] 7.934000e+01 9.436233e+00 6.247500e+01 7.300000e+01 y_pred[3] 1.309000e+01 3.717734e+00 6.000000e+00 1.100000e+01 y_pred[4] 1.342400e+01 3.722895e+00 7.000000e+00 1.100000e+01 y_pred[5] 1.512600e+01 4.019756e+00 7.475000e+00 1.200000e+01 y_pred[6] 1.267000e+01 3.532429e+00 6.475000e+00 1.000000e+01 y_pred[7] 1.713200e+01 4.003327e+00 9.000000e+00 1.400000e+01 y_pred[8] 2.358400e+01 4.852013e+00 1.400000e+01 2.000000e+01 y_pred[9] 2.194600e+01 4.723527e+00 1.300000e+01 1.900000e+01 y_pred[10] 2.716000e+01 5.247616e+00 1.800000e+01 2.400000e+01 y_pred[11] 5.721400e+01 7.303622e+00 4.300000e+01 5.300000e+01 y_pred[12] 2.437400e+01 4.902877e+00 1.500000e+01 2.100000e+01 y_pred[13] 4.290200e+01 6.546305e+00 3.047500e+01 3.800000e+01 y_pred[14] 3.466200e+01 5.705160e+00 2.500000e+01 3.100000e+01 y_pred[15] 3.008400e+01 5.457886e+00 2.000000e+01 2.600000e+01 y_pred[16] 4.058480e+02 2.357041e+01 3.609500e+02 3.910000e+02 y_pred[17] 2.237200e+01 4.545210e+00 1.400000e+01 1.900000e+01 y_pred[18] 3.703800e+01 6.043973e+00 2.500000e+01 3.300000e+01 y_pred[19] 2.214400e+01 4.914424e+00 1.300000e+01 1.900000e+01 y_pred[20] 2.384940e+02 1.667111e+01 2.089500e+02 2.270000e+02 y_pred[21] 2.556000e+01 5.027619e+00 1.600000e+01 2.200000e+01 y_pred[22] 2.255800e+01 4.844127e+00 1.400000e+01 1.900000e+01 y_pred[23] 4.238000e+01 6.714295e+00 3.047500e+01 3.800000e+01 y_pred[24] 4.725800e+01 6.661846e+00 3.400000e+01 4.300000e+01 y_pred[25] 3.802000e+01 6.535520e+00 2.700000e+01 3.300000e+01 y_pred[26] 4.199200e+01 6.751229e+00 2.947500e+01 3.700000e+01 y_pred[27] 2.225600e+01 4.499662e+00 1.300000e+01 1.900000e+01 y_pred[28] 2.494600e+01 5.010918e+00 1.500000e+01 2.200000e+01 y_pred[29] 2.627000e+01 5.124218e+00 1.700000e+01 2.300000e+01 y_pred[30] 3.274800e+01 5.947372e+00 2.200000e+01 2.900000e+01 y_pred[31] 2.217000e+01 4.489701e+00 1.347500e+01 1.900000e+01 y_pred[32] 2.332600e+01 4.918955e+00 1.500000e+01 2.000000e+01 y_pred[33] 3.021800e+01 5.544363e+00 1.900000e+01 2.600000e+01 y_pred[34] 2.222200e+01 4.579373e+00 1.300000e+01 1.900000e+01 y_pred[35] 9.188400e+01 9.478303e+00 7.247500e+01 8.600000e+01 y_pred[36] 2.194400e+01 4.936152e+00 1.300000e+01 1.900000e+01 y_pred[37] 2.211200e+01 4.870205e+00 1.400000e+01 1.900000e+01 y_pred[38] 9.723000e+01 1.029257e+01 7.800000e+01 9.000000e+01 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y_pred[227] 2.306600e+01 4.900784e+00 1.400000e+01 2.000000e+01 y_pred[228] 2.530600e+01 5.213706e+00 1.600000e+01 2.200000e+01 y_pred[229] 1.972800e+01 4.218246e+00 1.200000e+01 1.700000e+01 y_pred[230] 3.609000e+01 6.540601e+00 2.400000e+01 3.100000e+01 y_pred[231] 2.166600e+01 4.691531e+00 1.300000e+01 1.800000e+01 y_pred[232] 3.156400e+01 5.529109e+00 2.200000e+01 2.800000e+01 y_pred[233] 2.164200e+01 4.774875e+00 1.247500e+01 1.800000e+01 y_pred[234] 2.266800e+01 4.815824e+00 1.400000e+01 1.900000e+01 y_pred[235] 2.217600e+01 4.690952e+00 1.400000e+01 1.900000e+01 y_pred[236] 1.548000e+01 4.047513e+00 9.000000e+00 1.300000e+01 y_pred[237] 1.502400e+01 3.973790e+00 8.000000e+00 1.200000e+01 y_pred[238] 1.495800e+01 3.881542e+00 8.000000e+00 1.200000e+01 y_pred[239] 1.531200e+01 3.943318e+00 8.000000e+00 1.200000e+01 y_pred[240] 1.517200e+01 3.902932e+00 8.000000e+00 1.300000e+01 y_pred[241] 2.076600e+01 4.619299e+00 1.200000e+01 1.700000e+01 y_pred[242] 1.278000e+01 3.475595e+00 7.000000e+00 1.000000e+01 y_pred[243] 1.556200e+01 3.995257e+00 8.000000e+00 1.300000e+01 y_pred[244] 1.502400e+01 3.775173e+00 9.000000e+00 1.200000e+01 y_pred[245] 3.815400e+01 6.255601e+00 2.700000e+01 3.400000e+01 y_pred[246] 1.496600e+01 3.939528e+00 7.475000e+00 1.200000e+01 y_pred[247] 2.415200e+01 5.149556e+00 1.500000e+01 2.100000e+01 y_pred[248] 1.504400e+01 3.734965e+00 8.000000e+00 1.300000e+01 y_pred[249] 1.487600e+01 3.705683e+00 8.000000e+00 1.200000e+01 y_pred[250] 8.894000e+00 3.047185e+00 3.000000e+00 7.000000e+00 y_pred[251] 1.562800e+01 3.954351e+00 9.000000e+00 1.300000e+01 y_pred[252] 1.499200e+01 3.959709e+00 8.000000e+00 1.200000e+01 y_pred[253] 1.495600e+01 3.947306e+00 8.000000e+00 1.200000e+01 y_pred[254] 1.037800e+01 3.225511e+00 5.000000e+00 8.000000e+00 y_pred[255] 1.707000e+01 4.147711e+00 1.000000e+01 1.400000e+01 y_pred[256] 1.640400e+01 4.118581e+00 9.000000e+00 1.300000e+01 y_pred[257] 1.213400e+01 3.619703e+00 5.475000e+00 1.000000e+01 y_pred[258] 2.246200e+01 4.634167e+00 1.400000e+01 1.900000e+01 y_pred[259] 1.474800e+01 3.729922e+00 8.000000e+00 1.200000e+01 y_pred[260] 1.479400e+01 3.887646e+00 7.475000e+00 1.200000e+01 y_pred[261] 1.505600e+01 3.724595e+00 8.000000e+00 1.200000e+01 y_pred[262] 1.476600e+01 3.864338e+00 8.000000e+00 1.200000e+01 lp__ 1.760414e+04 1.198122e+00 1.760143e+04 1.760351e+04 stats parameter 50% 75% 97.5% b0 3.086912e+00 3.099177e+00 3.128362e+00 b_roach1 6.987993e-03 7.045763e-03 7.136302e-03 b_treatment -5.151515e-01 -5.007062e-01 -4.747402e-01 b_senior -3.826427e-01 -3.571162e-01 -3.170284e-01 loglambda[1] 4.500218e+00 4.514947e+00 4.548486e+00 loglambda[2] 4.375046e+00 4.390857e+00 4.425970e+00 loglambda[3] 2.585664e+00 2.600095e+00 2.625742e+00 loglambda[4] 2.594896e+00 2.609379e+00 2.634970e+00 loglambda[5] 2.721473e+00 2.735938e+00 2.761563e+00 loglambda[6] 2.573938e+00 2.588389e+00 2.614155e+00 loglambda[7] 2.839772e+00 2.851701e+00 2.875320e+00 loglambda[8] 3.158269e+00 3.170963e+00 3.193973e+00 loglambda[9] 3.094003e+00 3.106141e+00 3.135253e+00 loglambda[10] 3.318220e+00 3.330193e+00 3.357891e+00 loglambda[11] 4.052963e+00 4.063049e+00 4.082500e+00 loglambda[12] 3.198640e+00 3.210751e+00 3.238048e+00 loglambda[13] 3.764541e+00 3.775280e+00 3.795929e+00 loglambda[14] 3.548464e+00 3.559056e+00 3.579647e+00 loglambda[15] 3.394538e+00 3.405594e+00 3.430416e+00 loglambda[16] 6.008081e+00 6.029281e+00 6.062958e+00 loglambda[17] 3.120463e+00 3.131554e+00 3.156499e+00 loglambda[18] 3.610990e+00 3.621835e+00 3.644332e+00 loglambda[19] 3.100992e+00 3.113073e+00 3.142144e+00 loglambda[20] 5.479974e+00 5.495749e+00 5.521314e+00 loglambda[21] 3.244314e+00 3.256046e+00 3.282514e+00 loglambda[22] 3.114960e+00 3.126911e+00 3.155926e+00 loglambda[23] 3.743560e+00 3.754332e+00 3.775346e+00 loglambda[24] 3.856297e+00 3.866255e+00 3.885768e+00 loglambda[25] 3.645728e+00 3.656698e+00 3.679056e+00 loglambda[26] 3.750506e+00 3.761342e+00 3.782207e+00 loglambda[27] 3.102758e+00 3.113797e+00 3.138990e+00 loglambda[28] 3.219751e+00 3.231649e+00 3.258581e+00 loglambda[29] 3.261884e+00 3.273263e+00 3.299464e+00 loglambda[30] 3.488751e+00 3.499630e+00 3.523177e+00 loglambda[31] 3.108801e+00 3.120744e+00 3.149793e+00 loglambda[32] 3.160269e+00 3.172253e+00 3.200405e+00 loglambda[33] 3.415456e+00 3.426490e+00 3.450987e+00 loglambda[34] 3.105433e+00 3.117430e+00 3.146485e+00 loglambda[35] 4.512275e+00 4.523459e+00 4.544626e+00 loglambda[36] 3.086912e+00 3.099177e+00 3.128362e+00 loglambda[37] 3.086912e+00 3.099177e+00 3.128362e+00 loglambda[38] 4.584480e+00 4.596773e+00 4.618509e+00 loglambda[39] 4.071426e+00 4.082359e+00 4.104805e+00 loglambda[40] 3.548348e+00 3.560437e+00 3.587879e+00 loglambda[41] 3.190831e+00 3.202911e+00 3.230383e+00 loglambda[42] 3.443424e+00 3.454408e+00 3.478416e+00 loglambda[43] 3.191673e+00 3.203762e+00 3.231204e+00 loglambda[44] 3.230676e+00 3.241697e+00 3.265559e+00 loglambda[45] 3.182955e+00 3.194895e+00 3.222649e+00 loglambda[46] 3.095192e+00 3.107323e+00 3.136425e+00 loglambda[47] 3.094003e+00 3.106141e+00 3.135253e+00 loglambda[48] 3.100992e+00 3.113073e+00 3.142144e+00 loglambda[49] 3.086912e+00 3.099177e+00 3.128362e+00 loglambda[50] 3.100992e+00 3.113073e+00 3.142144e+00 loglambda[51] 3.234523e+00 3.246605e+00 3.275676e+00 loglambda[52] 3.430402e+00 3.441630e+00 3.467253e+00 loglambda[53] 3.135704e+00 3.147863e+00 3.176459e+00 loglambda[54] 3.212740e+00 3.224693e+00 3.251737e+00 loglambda[55] 2.877848e+00 2.889930e+00 2.919001e+00 loglambda[56] 4.945752e+00 4.957913e+00 4.981325e+00 loglambda[57] 3.697218e+00 3.711367e+00 3.735154e+00 loglambda[58] 4.332309e+00 4.346412e+00 4.374829e+00 loglambda[59] 2.831436e+00 2.845862e+00 2.871575e+00 loglambda[60] 5.174410e+00 5.191613e+00 5.230420e+00 loglambda[61] 2.867518e+00 2.879979e+00 2.904558e+00 loglambda[62] 2.447334e+00 2.461267e+00 2.485950e+00 loglambda[63] 4.409581e+00 4.423283e+00 4.452079e+00 loglambda[64] 3.168053e+00 3.181099e+00 3.205831e+00 loglambda[65] 2.586216e+00 2.600657e+00 2.626297e+00 loglambda[66] 3.803537e+00 3.817479e+00 3.841998e+00 loglambda[67] 2.665848e+00 2.679831e+00 2.705040e+00 loglambda[68] 3.647355e+00 3.661049e+00 3.684616e+00 loglambda[69] 2.720801e+00 2.734534e+00 2.759237e+00 loglambda[70] 4.108289e+00 4.122550e+00 4.147531e+00 loglambda[71] 2.841679e+00 2.854327e+00 2.879197e+00 loglambda[72] 4.523658e+00 4.540327e+00 4.577231e+00 loglambda[73] 2.622917e+00 2.637105e+00 2.662722e+00 loglambda[74] 2.601917e+00 2.616312e+00 2.641908e+00 loglambda[75] 2.989617e+00 3.001838e+00 3.025508e+00 loglambda[76] 2.626430e+00 2.640588e+00 2.666192e+00 loglambda[77] 3.611769e+00 3.625375e+00 3.648916e+00 loglambda[78] 3.772780e+00 3.787099e+00 3.810747e+00 loglambda[79] 2.664946e+00 2.678926e+00 2.704145e+00 loglambda[80] 2.699868e+00 2.713788e+00 2.738573e+00 loglambda[81] 2.573938e+00 2.588389e+00 2.614155e+00 loglambda[82] 2.762800e+00 2.775907e+00 2.800565e+00 loglambda[83] 3.605408e+00 3.618929e+00 3.642137e+00 loglambda[84] 2.931062e+00 2.944032e+00 2.968749e+00 loglambda[85] 2.769753e+00 2.782834e+00 2.807453e+00 loglambda[86] 2.573938e+00 2.588389e+00 2.614155e+00 loglambda[87] 2.769753e+00 2.782834e+00 2.807453e+00 loglambda[88] 1.967358e+00 1.990300e+00 2.027354e+00 loglambda[89] 2.064666e+00 2.087868e+00 2.124573e+00 loglambda[90] 2.225584e+00 2.248304e+00 2.285128e+00 loglambda[91] 2.190501e+00 2.213444e+00 2.250497e+00 loglambda[92] 2.540869e+00 2.562111e+00 2.600747e+00 loglambda[93] 2.378690e+00 2.401676e+00 2.437787e+00 loglambda[94] 3.114595e+00 3.135086e+00 3.174389e+00 loglambda[95] 3.995636e+00 4.017590e+00 4.064604e+00 loglambda[96] 2.197503e+00 2.220318e+00 2.257488e+00 loglambda[97] 2.204568e+00 2.227235e+00 2.264463e+00 loglambda[98] 2.232495e+00 2.255262e+00 2.292079e+00 loglambda[99] 1.988490e+00 2.011051e+00 2.048235e+00 loglambda[100] 2.057482e+00 2.080043e+00 2.117228e+00 loglambda[101] 2.190501e+00 2.213444e+00 2.250497e+00 loglambda[102] 2.190501e+00 2.213444e+00 2.250497e+00 loglambda[103] 2.190501e+00 2.213444e+00 2.250497e+00 loglambda[104] 2.199269e+00 2.222037e+00 2.259235e+00 loglambda[105] 2.190501e+00 2.213444e+00 2.250497e+00 loglambda[106] 2.301724e+00 2.324781e+00 2.361628e+00 loglambda[107] 1.749559e+00 1.771040e+00 1.809501e+00 loglambda[108] 1.974359e+00 1.997175e+00 2.034344e+00 loglambda[109] 2.449119e+00 2.472386e+00 2.509071e+00 loglambda[110] 3.056157e+00 3.076838e+00 3.115557e+00 loglambda[111] 1.981424e+00 2.004091e+00 2.041320e+00 loglambda[112] 2.767637e+00 2.788887e+00 2.827752e+00 loglambda[113] 5.810632e-01 6.040056e-01 6.410595e-01 loglambda[114] 2.199269e+00 2.222037e+00 2.259235e+00 loglambda[115] 3.387389e+00 3.407838e+00 3.450698e+00 loglambda[116] 2.833318e+00 2.854536e+00 2.893320e+00 loglambda[117] 2.225584e+00 2.248304e+00 2.285128e+00 loglambda[118] 2.239406e+00 2.262213e+00 2.299030e+00 loglambda[119] 2.190501e+00 2.213444e+00 2.250497e+00 loglambda[120] 2.218673e+00 2.241270e+00 2.278252e+00 loglambda[121] 2.565735e+00 2.588479e+00 2.625480e+00 loglambda[122] 3.290559e+00 3.311177e+00 3.350776e+00 loglambda[123] 2.331034e+00 2.353850e+00 2.391019e+00 loglambda[124] 2.199269e+00 2.222037e+00 2.259235e+00 loglambda[125] 2.162529e+00 2.185598e+00 2.221556e+00 loglambda[126] 2.294752e+00 2.317900e+00 2.354672e+00 loglambda[127] 1.973511e+00 1.996350e+00 2.033505e+00 loglambda[128] 2.190501e+00 2.213444e+00 2.250497e+00 loglambda[129] 2.420111e+00 2.443756e+00 2.479503e+00 loglambda[130] 4.599659e+00 4.620174e+00 4.659732e+00 loglambda[131] 2.860092e+00 2.880629e+00 2.919422e+00 loglambda[132] 1.981424e+00 2.004091e+00 2.041320e+00 loglambda[133] 1.981424e+00 2.004091e+00 2.041320e+00 loglambda[134] 2.190501e+00 2.213444e+00 2.250497e+00 loglambda[135] 2.211633e+00 2.234194e+00 2.271379e+00 loglambda[136] 2.762448e+00 2.785654e+00 2.822240e+00 loglambda[137] 2.665849e+00 2.687330e+00 2.725791e+00 loglambda[138] 2.190501e+00 2.213444e+00 2.250497e+00 loglambda[139] 2.532305e+00 2.555324e+00 2.592125e+00 loglambda[140] 2.379598e+00 2.402595e+00 2.438686e+00 loglambda[141] 2.892082e+00 2.904232e+00 2.928838e+00 loglambda[142] 1.791179e+00 1.805630e+00 1.831396e+00 loglambda[143] 2.601917e+00 2.616312e+00 2.641908e+00 loglambda[144] 3.461242e+00 3.475692e+00 3.501458e+00 loglambda[145] 2.937648e+00 2.952066e+00 2.977768e+00 loglambda[146] 2.573938e+00 2.588389e+00 2.614155e+00 loglambda[147] 2.573938e+00 2.588389e+00 2.614155e+00 loglambda[148] 2.780887e+00 2.795081e+00 2.820467e+00 loglambda[149] 2.573938e+00 2.588389e+00 2.614155e+00 loglambda[150] 2.728427e+00 2.742911e+00 2.768501e+00 loglambda[151] 2.573938e+00 2.588389e+00 2.614155e+00 loglambda[152] 2.573938e+00 2.588389e+00 2.614155e+00 loglambda[153] 2.573938e+00 2.588389e+00 2.614155e+00 loglambda[154] 2.377005e+00 2.391435e+00 2.417030e+00 loglambda[155] 2.707470e+00 2.721920e+00 2.747687e+00 loglambda[156] 2.573938e+00 2.588389e+00 2.614155e+00 loglambda[157] 2.863768e+00 2.876033e+00 2.905219e+00 loglambda[158] 3.545140e+00 3.557291e+00 3.586411e+00 loglambda[159] 2.587942e+00 2.602407e+00 2.628032e+00 loglambda[160] 3.272719e+00 3.284992e+00 3.308892e+00 loglambda[161] 3.617240e+00 3.630269e+00 3.654896e+00 loglambda[162] 2.643843e+00 2.658043e+00 2.683494e+00 loglambda[163] 2.085843e+00 2.100048e+00 2.125462e+00 loglambda[164] 2.863768e+00 2.876033e+00 2.905219e+00 loglambda[165] 2.510796e+00 2.524775e+00 2.549994e+00 loglambda[166] 2.357829e+00 2.372247e+00 2.397950e+00 loglambda[167] 2.652049e+00 2.665011e+00 2.689794e+00 loglambda[168] 3.913590e+00 3.925855e+00 3.955041e+00 loglambda[169] 3.234147e+00 3.245182e+00 3.268994e+00 loglambda[170] 2.608888e+00 2.623239e+00 2.648846e+00 loglambda[171] 3.514292e+00 3.527887e+00 3.551483e+00 loglambda[172] 2.737202e+00 2.750539e+00 2.775286e+00 loglambda[173] 2.644075e+00 2.658324e+00 2.683955e+00 loglambda[174] 2.133018e+00 2.147217e+00 2.172668e+00 loglambda[175] 3.116983e+00 3.129765e+00 3.153672e+00 loglambda[176] 2.958217e+00 2.970409e+00 2.994440e+00 loglambda[177] 2.350795e+00 2.365245e+00 2.391012e+00 loglambda[178] 2.687657e+00 2.701603e+00 2.726519e+00 loglambda[179] 3.024293e+00 3.038435e+00 3.064030e+00 loglambda[180] 2.944287e+00 2.956394e+00 2.980632e+00 loglambda[181] 2.587942e+00 2.602407e+00 2.628032e+00 loglambda[182] 3.083860e+00 3.095692e+00 3.119458e+00 loglambda[183] 2.350795e+00 2.365245e+00 2.391012e+00 loglambda[184] 2.350795e+00 2.365245e+00 2.391012e+00 loglambda[185] 2.573938e+00 2.588389e+00 2.614155e+00 loglambda[186] 2.596150e+00 2.610627e+00 2.636219e+00 loglambda[187] 2.967716e+00 2.979761e+00 3.008625e+00 loglambda[188] 2.884896e+00 2.896841e+00 2.925892e+00 loglambda[189] 3.086912e+00 3.099177e+00 3.128362e+00 loglambda[190] 2.933596e+00 2.945641e+00 2.973841e+00 loglambda[191] 3.094003e+00 3.106141e+00 3.135253e+00 loglambda[192] 2.573938e+00 2.588389e+00 2.614155e+00 loglambda[193] 2.357829e+00 2.372247e+00 2.397950e+00 loglambda[194] 2.657968e+00 2.671943e+00 2.697261e+00 loglambda[195] 2.692890e+00 2.706854e+00 2.731685e+00 loglambda[196] 2.685917e+00 2.699851e+00 2.724797e+00 loglambda[197] 2.948088e+00 2.962575e+00 2.988176e+00 loglambda[198] 3.112935e+00 3.127385e+00 3.153152e+00 loglambda[199] 2.467444e+00 2.480997e+00 2.505787e+00 loglambda[200] 3.556662e+00 3.570936e+00 3.594613e+00 loglambda[201] 3.347434e+00 3.361017e+00 3.384396e+00 loglambda[202] 3.437351e+00 3.450431e+00 3.475143e+00 loglambda[203] 2.573938e+00 2.588389e+00 2.614155e+00 loglambda[204] 2.594896e+00 2.609379e+00 2.634970e+00 loglambda[205] 2.588632e+00 2.603106e+00 2.628725e+00 loglambda[206] 2.573938e+00 2.588389e+00 2.614155e+00 loglambda[207] 2.916358e+00 2.928617e+00 2.953040e+00 loglambda[208] 2.582742e+00 2.597146e+00 2.622828e+00 loglambda[209] 2.357829e+00 2.372247e+00 2.397950e+00 loglambda[210] 2.580973e+00 2.595391e+00 2.621093e+00 loglambda[211] 2.573938e+00 2.588389e+00 2.614155e+00 loglambda[212] 3.400617e+00 3.415067e+00 3.440834e+00 loglambda[213] 2.728108e+00 2.740203e+00 2.764393e+00 loglambda[214] 2.959996e+00 2.974374e+00 2.999971e+00 loglambda[215] 2.960269e+00 2.972418e+00 2.996728e+00 loglambda[216] 3.322666e+00 3.335683e+00 3.360226e+00 loglambda[217] 4.590000e+00 4.600690e+00 4.621817e+00 loglambda[218] 3.220443e+00 3.232708e+00 3.261894e+00 loglambda[219] 3.100992e+00 3.113073e+00 3.142144e+00 loglambda[220] 3.097499e+00 3.109615e+00 3.138699e+00 loglambda[221] 3.892810e+00 3.903608e+00 3.924315e+00 loglambda[222] 4.551229e+00 4.563583e+00 4.584755e+00 loglambda[223] 4.421726e+00 4.431857e+00 4.451450e+00 loglambda[224] 3.123128e+00 3.135081e+00 3.162125e+00 loglambda[225] 3.241571e+00 3.253516e+00 3.282567e+00 loglambda[226] 3.342057e+00 3.354256e+00 3.383398e+00 loglambda[227] 3.149027e+00 3.159783e+00 3.182027e+00 loglambda[228] 3.219751e+00 3.231649e+00 3.258581e+00 loglambda[229] 2.994837e+00 3.006763e+00 3.033727e+00 loglambda[230] 3.576956e+00 3.587939e+00 3.611948e+00 loglambda[231] 3.086912e+00 3.099177e+00 3.128362e+00 loglambda[232] 3.450678e+00 3.462816e+00 3.491928e+00 loglambda[233] 3.086912e+00 3.099177e+00 3.128362e+00 loglambda[234] 3.124895e+00 3.136971e+00 3.165786e+00 loglambda[235] 3.086912e+00 3.099177e+00 3.128362e+00 loglambda[236] 2.729711e+00 2.749923e+00 2.789317e+00 loglambda[237] 2.708711e+00 2.728947e+00 2.768404e+00 loglambda[238] 2.708711e+00 2.728947e+00 2.768404e+00 loglambda[239] 2.708711e+00 2.728947e+00 2.768404e+00 loglambda[240] 2.708711e+00 2.728947e+00 2.768404e+00 loglambda[241] 3.043521e+00 3.063682e+00 3.101549e+00 loglambda[242] 2.554561e+00 2.574796e+00 2.614254e+00 loglambda[243] 2.729711e+00 2.749923e+00 2.789317e+00 loglambda[244] 2.722712e+00 2.742875e+00 2.782346e+00 loglambda[245] 3.648828e+00 3.673734e+00 3.711262e+00 loglambda[246] 2.708711e+00 2.728947e+00 2.768404e+00 loglambda[247] 3.184363e+00 3.206296e+00 3.245180e+00 loglambda[248] 2.715711e+00 2.735988e+00 2.775375e+00 loglambda[249] 2.708711e+00 2.728947e+00 2.768404e+00 loglambda[250] 2.197886e+00 2.218121e+00 2.257579e+00 loglambda[251] 2.736882e+00 2.757118e+00 2.796575e+00 loglambda[252] 2.715711e+00 2.735988e+00 2.775375e+00 loglambda[253] 2.715711e+00 2.735988e+00 2.775375e+00 loglambda[254] 2.348918e+00 2.369091e+00 2.408537e+00 loglambda[255] 2.843613e+00 2.864117e+00 2.902146e+00 loglambda[256] 2.800586e+00 2.821063e+00 2.859645e+00 loglambda[257] 2.485568e+00 2.505803e+00 2.545261e+00 loglambda[258] 3.104607e+00 3.124843e+00 3.164300e+00 loglambda[259] 2.708711e+00 2.728947e+00 2.768404e+00 loglambda[260] 2.708711e+00 2.728947e+00 2.768404e+00 loglambda[261] 2.708711e+00 2.728947e+00 2.768404e+00 loglambda[262] 2.708711e+00 2.728947e+00 2.768404e+00 y_pred[1] 9.000000e+01 9.600000e+01 1.095250e+02 y_pred[2] 7.850000e+01 8.600000e+01 9.852500e+01 y_pred[3] 1.300000e+01 1.500000e+01 2.100000e+01 y_pred[4] 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[5] 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[6] 1.200000e+01 1.500000e+01 1.952500e+01 y_pred[7] 1.700000e+01 1.925000e+01 2.500000e+01 y_pred[8] 2.400000e+01 2.700000e+01 3.300000e+01 y_pred[9] 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[10] 2.700000e+01 3.100000e+01 3.800000e+01 y_pred[11] 5.700000e+01 6.225000e+01 7.200000e+01 y_pred[12] 2.400000e+01 2.800000e+01 3.400000e+01 y_pred[13] 4.300000e+01 4.700000e+01 5.600000e+01 y_pred[14] 3.400000e+01 3.800000e+01 4.700000e+01 y_pred[15] 3.000000e+01 3.300000e+01 4.100000e+01 y_pred[16] 4.070000e+02 4.210000e+02 4.490000e+02 y_pred[17] 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[18] 3.700000e+01 4.200000e+01 4.852500e+01 y_pred[19] 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[20] 2.370000e+02 2.490000e+02 2.720000e+02 y_pred[21] 2.500000e+01 2.900000e+01 3.700000e+01 y_pred[22] 2.200000e+01 2.600000e+01 3.200000e+01 y_pred[23] 4.200000e+01 4.700000e+01 5.600000e+01 y_pred[24] 4.750000e+01 5.200000e+01 6.000000e+01 y_pred[25] 3.800000e+01 4.200000e+01 5.100000e+01 y_pred[26] 4.200000e+01 4.600000e+01 5.600000e+01 y_pred[27] 2.200000e+01 2.500000e+01 3.152500e+01 y_pred[28] 2.500000e+01 2.800000e+01 3.600000e+01 y_pred[29] 2.600000e+01 3.000000e+01 3.700000e+01 y_pred[30] 3.300000e+01 3.600000e+01 4.600000e+01 y_pred[31] 2.200000e+01 2.500000e+01 3.100000e+01 y_pred[32] 2.300000e+01 2.600000e+01 3.452500e+01 y_pred[33] 3.000000e+01 3.400000e+01 4.100000e+01 y_pred[34] 2.200000e+01 2.500000e+01 3.100000e+01 y_pred[35] 9.200000e+01 9.800000e+01 1.105250e+02 y_pred[36] 2.200000e+01 2.500000e+01 3.252500e+01 y_pred[37] 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[38] 9.700000e+01 1.042500e+02 1.180000e+02 y_pred[39] 5.900000e+01 6.400000e+01 7.300000e+01 y_pred[40] 3.400000e+01 3.900000e+01 4.800000e+01 y_pred[41] 2.500000e+01 2.800000e+01 3.500000e+01 y_pred[42] 3.100000e+01 3.400000e+01 4.200000e+01 y_pred[43] 2.400000e+01 2.800000e+01 3.400000e+01 y_pred[44] 2.500000e+01 2.900000e+01 3.600000e+01 y_pred[45] 2.400000e+01 2.700000e+01 3.400000e+01 y_pred[46] 2.200000e+01 2.500000e+01 3.400000e+01 y_pred[47] 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[48] 2.200000e+01 2.500000e+01 3.100000e+01 y_pred[49] 2.200000e+01 2.500000e+01 3.052500e+01 y_pred[50] 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[51] 2.500000e+01 2.800000e+01 3.500000e+01 y_pred[52] 3.100000e+01 3.500000e+01 4.200000e+01 y_pred[53] 2.300000e+01 2.600000e+01 3.300000e+01 y_pred[54] 2.500000e+01 2.800000e+01 3.400000e+01 y_pred[55] 1.800000e+01 2.000000e+01 2.600000e+01 y_pred[56] 1.405000e+02 1.490000e+02 1.630000e+02 y_pred[57] 4.000000e+01 4.400000e+01 5.300000e+01 y_pred[58] 7.600000e+01 8.100000e+01 9.300000e+01 y_pred[59] 1.700000e+01 1.900000e+01 2.500000e+01 y_pred[60] 1.760000e+02 1.870000e+02 2.045250e+02 y_pred[61] 1.750000e+01 2.100000e+01 2.700000e+01 y_pred[62] 1.200000e+01 1.400000e+01 1.800000e+01 y_pred[63] 8.200000e+01 8.825000e+01 1.020000e+02 y_pred[64] 2.300000e+01 2.700000e+01 3.300000e+01 y_pred[65] 1.300000e+01 1.600000e+01 2.152500e+01 y_pred[66] 4.400000e+01 4.900000e+01 5.800000e+01 y_pred[67] 1.400000e+01 1.600000e+01 2.100000e+01 y_pred[68] 3.800000e+01 4.300000e+01 5.200000e+01 y_pred[69] 1.500000e+01 1.800000e+01 2.200000e+01 y_pred[70] 6.100000e+01 6.600000e+01 7.700000e+01 y_pred[71] 1.700000e+01 2.000000e+01 2.600000e+01 y_pred[72] 9.200000e+01 9.800000e+01 1.110000e+02 y_pred[73] 1.300000e+01 1.600000e+01 2.200000e+01 y_pred[74] 1.300000e+01 1.600000e+01 2.200000e+01 y_pred[75] 2.000000e+01 2.200000e+01 2.900000e+01 y_pred[76] 1.400000e+01 1.700000e+01 2.200000e+01 y_pred[77] 3.600000e+01 4.100000e+01 4.900000e+01 y_pred[78] 4.400000e+01 4.800000e+01 5.852500e+01 y_pred[79] 1.400000e+01 1.700000e+01 2.200000e+01 y_pred[80] 1.500000e+01 1.700000e+01 2.200000e+01 y_pred[81] 1.300000e+01 1.500000e+01 2.000000e+01 y_pred[82] 1.600000e+01 1.800000e+01 2.400000e+01 y_pred[83] 3.700000e+01 4.100000e+01 4.800000e+01 y_pred[84] 1.900000e+01 2.100000e+01 2.800000e+01 y_pred[85] 1.600000e+01 1.900000e+01 2.500000e+01 y_pred[86] 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[87] 1.600000e+01 1.900000e+01 2.500000e+01 y_pred[88] 7.000000e+00 9.000000e+00 1.300000e+01 y_pred[89] 8.000000e+00 1.000000e+01 1.500000e+01 y_pred[90] 9.000000e+00 1.100000e+01 1.652500e+01 y_pred[91] 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[92] 1.300000e+01 1.500000e+01 2.000000e+01 y_pred[93] 1.100000e+01 1.300000e+01 1.800000e+01 y_pred[94] 2.200000e+01 2.600000e+01 3.300000e+01 y_pred[95] 5.400000e+01 6.000000e+01 7.052500e+01 y_pred[96] 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[97] 9.000000e+00 1.100000e+01 1.600000e+01 y_pred[98] 9.000000e+00 1.100000e+01 1.552500e+01 y_pred[99] 7.000000e+00 9.000000e+00 1.300000e+01 y_pred[100] 8.000000e+00 1.000000e+01 1.400000e+01 y_pred[101] 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[102] 9.000000e+00 1.100000e+01 1.600000e+01 y_pred[103] 9.000000e+00 1.100000e+01 1.452500e+01 y_pred[104] 9.000000e+00 1.100000e+01 1.600000e+01 y_pred[105] 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[106] 1.000000e+01 1.200000e+01 1.652500e+01 y_pred[107] 6.000000e+00 7.000000e+00 1.000000e+01 y_pred[108] 7.000000e+00 9.000000e+00 1.300000e+01 y_pred[109] 1.100000e+01 1.400000e+01 1.852500e+01 y_pred[110] 2.100000e+01 2.400000e+01 3.100000e+01 y_pred[111] 7.000000e+00 9.000000e+00 1.300000e+01 y_pred[112] 1.600000e+01 1.900000e+01 2.400000e+01 y_pred[113] 2.000000e+00 2.000000e+00 5.000000e+00 y_pred[114] 8.000000e+00 1.000000e+01 1.600000e+01 y_pred[115] 3.000000e+01 3.300000e+01 4.100000e+01 y_pred[116] 1.700000e+01 1.900000e+01 2.600000e+01 y_pred[117] 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[118] 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[119] 9.000000e+00 1.000000e+01 1.552500e+01 y_pred[120] 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[121] 1.300000e+01 1.500000e+01 2.000000e+01 y_pred[122] 2.700000e+01 3.000000e+01 3.805000e+01 y_pred[123] 1.000000e+01 1.200000e+01 1.700000e+01 y_pred[124] 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[125] 9.000000e+00 1.100000e+01 1.452500e+01 y_pred[126] 1.000000e+01 1.200000e+01 1.652500e+01 y_pred[127] 7.000000e+00 9.000000e+00 1.300000e+01 y_pred[128] 9.000000e+00 1.100000e+01 1.600000e+01 y_pred[129] 1.100000e+01 1.300000e+01 1.800000e+01 y_pred[130] 1.000000e+02 1.060000e+02 1.220000e+02 y_pred[131] 1.700000e+01 2.000000e+01 2.600000e+01 y_pred[132] 7.000000e+00 9.000000e+00 1.300000e+01 y_pred[133] 7.000000e+00 9.000000e+00 1.300000e+01 y_pred[134] 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[135] 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[136] 1.600000e+01 1.900000e+01 2.400000e+01 y_pred[137] 1.400000e+01 1.700000e+01 2.200000e+01 y_pred[138] 8.000000e+00 1.100000e+01 1.552500e+01 y_pred[139] 1.200000e+01 1.500000e+01 2.000000e+01 y_pred[140] 1.100000e+01 1.300000e+01 1.700000e+01 y_pred[141] 1.800000e+01 2.100000e+01 2.700000e+01 y_pred[142] 6.000000e+00 8.000000e+00 1.152500e+01 y_pred[143] 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[144] 3.200000e+01 3.600000e+01 4.352500e+01 y_pred[145] 1.900000e+01 2.200000e+01 2.800000e+01 y_pred[146] 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[147] 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[148] 1.600000e+01 1.900000e+01 2.400000e+01 y_pred[149] 1.300000e+01 1.500000e+01 2.052500e+01 y_pred[150] 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[151] 1.300000e+01 1.500000e+01 2.100000e+01 y_pred[152] 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[153] 1.300000e+01 1.500000e+01 2.100000e+01 y_pred[154] 1.000000e+01 1.300000e+01 1.800000e+01 y_pred[155] 1.400000e+01 1.700000e+01 2.252500e+01 y_pred[156] 1.300000e+01 1.500000e+01 2.000000e+01 y_pred[157] 1.700000e+01 2.100000e+01 2.600000e+01 y_pred[158] 3.500000e+01 3.800000e+01 4.752500e+01 y_pred[159] 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[160] 2.600000e+01 3.000000e+01 3.600000e+01 y_pred[161] 3.700000e+01 4.100000e+01 5.000000e+01 y_pred[162] 1.400000e+01 1.600000e+01 2.100000e+01 y_pred[163] 8.000000e+00 1.000000e+01 1.300000e+01 y_pred[164] 1.700000e+01 2.000000e+01 2.500000e+01 y_pred[165] 1.200000e+01 1.500000e+01 2.052500e+01 y_pred[166] 1.000000e+01 1.200000e+01 1.700000e+01 y_pred[167] 1.400000e+01 1.700000e+01 2.100000e+01 y_pred[168] 5.000000e+01 5.500000e+01 6.500000e+01 y_pred[169] 2.500000e+01 2.800000e+01 3.600000e+01 y_pred[170] 1.300000e+01 1.600000e+01 2.152500e+01 y_pred[171] 3.300000e+01 3.800000e+01 4.552500e+01 y_pred[172] 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[173] 1.400000e+01 1.700000e+01 2.200000e+01 y_pred[174] 8.000000e+00 1.000000e+01 1.500000e+01 y_pred[175] 2.300000e+01 2.600000e+01 3.252500e+01 y_pred[176] 1.900000e+01 2.200000e+01 2.900000e+01 y_pred[177] 1.000000e+01 1.300000e+01 1.700000e+01 y_pred[178] 1.400000e+01 1.700000e+01 2.200000e+01 y_pred[179] 2.100000e+01 2.400000e+01 3.000000e+01 y_pred[180] 1.900000e+01 2.125000e+01 2.700000e+01 y_pred[181] 1.300000e+01 1.500000e+01 2.100000e+01 y_pred[182] 2.200000e+01 2.500000e+01 3.100000e+01 y_pred[183] 1.000000e+01 1.200000e+01 1.800000e+01 y_pred[184] 1.000000e+01 1.200000e+01 1.700000e+01 y_pred[185] 1.300000e+01 1.500000e+01 2.152500e+01 y_pred[186] 1.300000e+01 1.500000e+01 2.000000e+01 y_pred[187] 1.900000e+01 2.200000e+01 2.800000e+01 y_pred[188] 1.800000e+01 2.100000e+01 2.700000e+01 y_pred[189] 2.200000e+01 2.500000e+01 3.300000e+01 y_pred[190] 1.900000e+01 2.200000e+01 2.752500e+01 y_pred[191] 2.200000e+01 2.600000e+01 3.200000e+01 y_pred[192] 1.300000e+01 1.600000e+01 2.000000e+01 y_pred[193] 1.100000e+01 1.300000e+01 1.700000e+01 y_pred[194] 1.400000e+01 1.700000e+01 2.100000e+01 y_pred[195] 1.500000e+01 1.700000e+01 2.200000e+01 y_pred[196] 1.500000e+01 1.700000e+01 2.300000e+01 y_pred[197] 1.900000e+01 2.200000e+01 2.800000e+01 y_pred[198] 2.200000e+01 2.600000e+01 3.200000e+01 y_pred[199] 1.100000e+01 1.400000e+01 1.800000e+01 y_pred[200] 3.500000e+01 3.900000e+01 4.800000e+01 y_pred[201] 2.900000e+01 3.300000e+01 3.952500e+01 y_pred[202] 3.200000e+01 3.500000e+01 4.200000e+01 y_pred[203] 1.300000e+01 1.500000e+01 2.000000e+01 y_pred[204] 1.300000e+01 1.525000e+01 2.100000e+01 y_pred[205] 1.400000e+01 1.600000e+01 2.100000e+01 y_pred[206] 1.300000e+01 1.600000e+01 2.200000e+01 y_pred[207] 1.900000e+01 2.200000e+01 2.800000e+01 y_pred[208] 1.300000e+01 1.600000e+01 2.000000e+01 y_pred[209] 1.000000e+01 1.225000e+01 1.700000e+01 y_pred[210] 1.300000e+01 1.500000e+01 2.100000e+01 y_pred[211] 1.300000e+01 1.500000e+01 2.052500e+01 y_pred[212] 3.000000e+01 3.325000e+01 4.100000e+01 y_pred[213] 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[214] 1.900000e+01 2.300000e+01 2.900000e+01 y_pred[215] 1.900000e+01 2.200000e+01 2.800000e+01 y_pred[216] 2.700000e+01 3.100000e+01 3.800000e+01 y_pred[217] 9.800000e+01 1.060000e+02 1.170000e+02 y_pred[218] 2.500000e+01 2.800000e+01 3.500000e+01 y_pred[219] 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[220] 2.200000e+01 2.500000e+01 3.100000e+01 y_pred[221] 4.800000e+01 5.300000e+01 6.400000e+01 y_pred[222] 9.400000e+01 1.010000e+02 1.120000e+02 y_pred[223] 8.300000e+01 9.000000e+01 1.010000e+02 y_pred[224] 2.200000e+01 2.600000e+01 3.300000e+01 y_pred[225] 2.500000e+01 2.900000e+01 3.500000e+01 y_pred[226] 2.800000e+01 3.125000e+01 3.900000e+01 y_pred[227] 2.300000e+01 2.600000e+01 3.400000e+01 y_pred[228] 2.500000e+01 2.800000e+01 3.700000e+01 y_pred[229] 2.000000e+01 2.300000e+01 2.800000e+01 y_pred[230] 3.600000e+01 4.000000e+01 4.952500e+01 y_pred[231] 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[232] 3.200000e+01 3.500000e+01 4.300000e+01 y_pred[233] 2.200000e+01 2.500000e+01 3.152500e+01 y_pred[234] 2.200000e+01 2.600000e+01 3.200000e+01 y_pred[235] 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[236] 1.500000e+01 1.800000e+01 2.400000e+01 y_pred[237] 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[238] 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[239] 1.500000e+01 1.800000e+01 2.400000e+01 y_pred[240] 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[241] 2.100000e+01 2.400000e+01 3.000000e+01 y_pred[242] 1.200000e+01 1.500000e+01 2.000000e+01 y_pred[243] 1.500000e+01 1.800000e+01 2.400000e+01 y_pred[244] 1.500000e+01 1.700000e+01 2.300000e+01 y_pred[245] 3.800000e+01 4.200000e+01 5.052500e+01 y_pred[246] 1.500000e+01 1.700000e+01 2.352500e+01 y_pred[247] 2.400000e+01 2.725000e+01 3.500000e+01 y_pred[248] 1.500000e+01 1.700000e+01 2.300000e+01 y_pred[249] 1.500000e+01 1.700000e+01 2.300000e+01 y_pred[250] 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[251] 1.500000e+01 1.800000e+01 2.400000e+01 y_pred[252] 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[253] 1.500000e+01 1.700000e+01 2.300000e+01 y_pred[254] 1.000000e+01 1.200000e+01 1.700000e+01 y_pred[255] 1.700000e+01 2.000000e+01 2.500000e+01 y_pred[256] 1.600000e+01 1.925000e+01 2.500000e+01 y_pred[257] 1.200000e+01 1.400000e+01 2.000000e+01 y_pred[258] 2.300000e+01 2.600000e+01 3.100000e+01 y_pred[259] 1.500000e+01 1.700000e+01 2.300000e+01 y_pred[260] 1.500000e+01 1.725000e+01 2.200000e+01 y_pred[261] 1.500000e+01 1.800000e+01 2.200000e+01 y_pred[262] 1.500000e+01 1.700000e+01 2.300000e+01 lp__ 1.760438e+04 1.760503e+04 1.760568e+04 , , chains = chain:2 stats parameter mean sd 2.5% 25% b0 3.090672e+00 2.173530e-02 3.047673e+00 3.076103e+00 b_roach1 6.982130e-03 8.278408e-05 6.816601e-03 6.926522e-03 b_treatment -5.208940e-01 2.675842e-02 -5.755718e-01 -5.377583e-01 b_senior -3.738156e-01 3.671941e-02 -4.466685e-01 -3.993889e-01 loglambda[1] 4.497130e+00 2.486096e-02 4.446524e+00 4.479282e+00 loglambda[2] 4.371783e+00 2.596026e-02 4.319018e+00 4.352767e+00 loglambda[3] 2.581438e+00 2.395586e-02 2.534167e+00 2.564892e+00 loglambda[4] 2.590724e+00 2.390178e-02 2.543444e+00 2.574167e+00 loglambda[5] 2.717273e+00 2.394240e-02 2.670000e+00 2.700726e+00 loglambda[6] 2.569778e+00 2.402431e-02 2.522519e+00 2.553121e+00 loglambda[7] 2.835383e+00 2.173220e-02 2.794877e+00 2.819076e+00 loglambda[8] 3.154075e+00 2.186394e-02 3.113156e+00 3.137964e+00 loglambda[9] 3.097654e+00 2.168735e-02 3.054807e+00 3.083084e+00 loglambda[10] 3.321953e+00 2.108359e-02 3.281085e+00 3.307979e+00 loglambda[11] 4.055951e+00 1.773630e-02 4.018973e+00 4.043911e+00 loglambda[12] 3.202386e+00 2.099406e-02 3.161793e+00 3.188527e+00 loglambda[13] 3.767938e+00 1.828256e-02 3.731486e+00 3.755374e+00 loglambda[14] 3.551777e+00 1.826196e-02 3.515301e+00 3.539310e+00 loglambda[15] 3.397885e+00 1.984354e-02 3.358964e+00 3.384701e+00 loglambda[16] 6.009486e+00 3.033240e-02 5.948208e+00 5.989727e+00 loglambda[17] 3.123563e+00 2.012530e-02 3.084486e+00 3.110237e+00 loglambda[18] 3.614331e+00 1.882238e-02 3.576734e+00 3.601596e+00 loglambda[19] 3.104636e+00 2.163960e-02 3.061942e+00 3.090103e+00 loglambda[20] 5.482051e+00 2.368109e-02 5.432339e+00 5.465655e+00 loglambda[21] 3.247770e+00 2.070955e-02 3.207804e+00 3.234235e+00 loglambda[22] 3.118600e+00 2.154475e-02 3.076210e+00 3.104140e+00 loglambda[23] 3.746992e+00 1.834647e-02 3.710609e+00 3.734353e+00 loglambda[24] 3.859070e+00 1.777701e-02 3.821966e+00 3.846779e+00 loglambda[25] 3.649242e+00 1.868548e-02 3.611891e+00 3.636462e+00 loglambda[26] 3.753974e+00 1.832482e-02 3.717506e+00 3.741332e+00 loglambda[27] 3.105828e+00 2.022626e-02 3.066697e+00 3.092449e+00 loglambda[28] 3.223332e+00 2.086151e-02 3.183063e+00 3.209656e+00 loglambda[29] 3.265225e+00 2.060283e-02 3.225467e+00 3.251776e+00 loglambda[30] 3.492144e+00 1.936369e-02 3.453507e+00 3.479489e+00 loglambda[31] 3.112386e+00 2.158685e-02 3.069861e+00 3.097893e+00 loglambda[32] 3.163984e+00 2.124246e-02 3.122584e+00 3.149825e+00 loglambda[33] 3.418832e+00 1.973244e-02 3.379974e+00 3.405766e+00 loglambda[34] 3.109035e+00 2.160963e-02 3.066436e+00 3.094525e+00 loglambda[35] 4.515026e+00 1.820517e-02 4.480372e+00 4.503276e+00 loglambda[36] 3.090672e+00 2.173530e-02 3.047673e+00 3.076103e+00 loglambda[37] 3.090672e+00 2.173530e-02 3.047673e+00 3.076103e+00 loglambda[38] 4.586878e+00 1.932688e-02 4.551151e+00 4.573992e+00 loglambda[39] 4.074835e+00 1.878823e-02 4.037280e+00 4.062040e+00 loglambda[40] 3.552079e+00 2.103871e-02 3.511363e+00 3.538162e+00 loglambda[41] 3.194566e+00 2.104408e-02 3.153832e+00 3.180643e+00 loglambda[42] 3.446760e+00 1.958824e-02 3.407988e+00 3.433831e+00 loglambda[43] 3.195404e+00 2.103871e-02 3.154688e+00 3.181487e+00 loglambda[44] 3.234090e+00 1.953533e-02 3.195349e+00 3.221229e+00 loglambda[45] 3.186676e+00 2.109484e-02 3.145770e+00 3.172688e+00 loglambda[46] 3.098841e+00 2.167921e-02 3.056020e+00 3.084277e+00 loglambda[47] 3.097654e+00 2.168735e-02 3.054807e+00 3.083084e+00 loglambda[48] 3.104636e+00 2.163960e-02 3.061942e+00 3.090103e+00 loglambda[49] 3.090672e+00 2.173530e-02 3.047673e+00 3.076103e+00 loglambda[50] 3.104636e+00 2.163960e-02 3.061942e+00 3.090103e+00 loglambda[51] 3.238167e+00 2.163960e-02 3.195473e+00 3.223634e+00 loglambda[52] 3.433667e+00 2.039400e-02 3.394321e+00 3.420200e+00 loglambda[53] 3.139547e+00 2.140408e-02 3.097613e+00 3.125228e+00 loglambda[54] 3.216350e+00 2.090546e-02 3.175973e+00 3.202606e+00 loglambda[55] 2.881492e+00 2.163960e-02 2.838798e+00 2.866959e+00 loglambda[56] 4.947918e+00 2.003995e-02 4.910215e+00 4.934176e+00 loglambda[57] 3.695056e+00 2.098771e-02 3.654714e+00 3.680546e+00 loglambda[58] 4.329274e+00 2.266977e-02 4.283569e+00 4.313784e+00 loglambda[59] 2.827236e+00 2.398816e-02 2.779971e+00 2.810690e+00 loglambda[60] 5.170621e+00 2.812986e-02 5.114395e+00 5.150598e+00 loglambda[61] 2.863027e+00 2.249846e-02 2.819821e+00 2.846367e+00 loglambda[62] 2.442927e+00 2.328217e-02 2.397216e+00 2.426468e+00 loglambda[63] 4.406078e+00 2.304309e-02 4.358980e+00 4.389792e+00 loglambda[64] 3.163845e+00 2.275605e-02 3.119860e+00 3.147270e+00 loglambda[65] 2.581996e+00 2.395259e-02 2.534725e+00 2.565449e+00 loglambda[66] 3.800951e+00 2.161596e-02 3.758559e+00 3.785795e+00 loglambda[67] 2.661453e+00 2.350272e-02 2.614748e+00 2.644503e+00 loglambda[68] 3.645026e+00 2.085873e-02 3.605773e+00 3.629777e+00 loglambda[69] 2.716402e+00 2.320887e-02 2.671026e+00 2.700200e+00 loglambda[70] 4.105846e+00 2.176473e-02 4.062978e+00 4.090860e+00 loglambda[71] 2.837333e+00 2.261491e-02 2.793718e+00 2.820579e+00 loglambda[72] 4.520153e+00 2.704584e-02 4.465666e+00 4.500689e+00 loglambda[73] 2.618653e+00 2.374146e-02 2.571374e+00 2.601863e+00 loglambda[74] 2.597706e+00 2.386137e-02 2.550419e+00 2.581080e+00 loglambda[75] 2.985214e+00 2.199406e-02 2.943851e+00 2.969111e+00 loglambda[76] 2.622144e+00 2.372167e-02 2.574891e+00 2.605302e+00 loglambda[77] 3.609235e+00 2.100510e-02 3.569194e+00 3.593489e+00 loglambda[78] 3.770704e+00 2.096896e-02 3.730439e+00 3.756115e+00 loglambda[79] 2.660545e+00 2.350769e-02 2.613819e+00 2.643586e+00 loglambda[80] 2.695456e+00 2.331917e-02 2.649577e+00 2.678886e+00 loglambda[81] 2.569778e+00 2.402431e-02 2.522519e+00 2.553121e+00 loglambda[82] 2.758295e+00 2.299473e-02 2.713865e+00 2.741965e+00 loglambda[83] 3.603133e+00 2.084554e-02 3.564334e+00 3.588345e+00 loglambda[84] 2.926737e+00 2.282300e-02 2.882631e+00 2.910270e+00 loglambda[85] 2.765277e+00 2.295989e-02 2.720917e+00 2.748949e+00 loglambda[86] 2.569778e+00 2.402431e-02 2.522519e+00 2.553121e+00 loglambda[87] 2.765277e+00 2.295989e-02 2.720917e+00 2.748949e+00 loglambda[88] 1.972819e+00 3.226712e-02 1.908238e+00 1.952127e+00 loglambda[89] 2.070568e+00 3.218173e-02 2.006094e+00 2.049791e+00 loglambda[90] 2.230873e+00 3.223186e-02 2.166321e+00 2.209890e+00 loglambda[91] 2.195962e+00 3.226712e-02 2.131382e+00 2.175271e+00 loglambda[92] 2.544809e+00 3.262563e-02 2.480828e+00 2.521887e+00 loglambda[93] 2.384480e+00 3.213968e-02 2.320709e+00 2.363742e+00 loglambda[94] 3.117603e+00 3.310626e-02 3.051784e+00 3.094536e+00 loglambda[95] 3.997352e+00 3.702935e-02 3.921180e+00 3.971328e+00 loglambda[96] 2.202944e+00 3.225965e-02 2.138370e+00 2.182269e+00 loglambda[97] 2.209926e+00 3.225238e-02 2.145357e+00 2.189146e+00 loglambda[98] 2.237855e+00 3.222545e-02 2.173309e+00 2.217025e+00 loglambda[99] 1.993765e+00 3.224533e-02 1.929202e+00 1.972879e+00 loglambda[100] 2.062758e+00 3.224533e-02 1.998195e+00 2.041871e+00 loglambda[101] 2.195962e+00 3.226712e-02 2.131382e+00 2.175271e+00 loglambda[102] 2.195962e+00 3.226712e-02 2.131382e+00 2.175271e+00 loglambda[103] 2.195962e+00 3.226712e-02 2.131382e+00 2.175271e+00 loglambda[104] 2.204690e+00 3.225781e-02 2.140117e+00 2.183988e+00 loglambda[105] 2.195962e+00 3.226712e-02 2.131382e+00 2.175271e+00 loglambda[106] 2.307676e+00 3.217292e-02 2.243371e+00 2.286783e+00 loglambda[107] 1.754456e+00 3.224286e-02 1.692160e+00 1.732524e+00 loglambda[108] 1.979801e+00 3.225965e-02 1.915226e+00 1.959126e+00 loglambda[109] 2.455172e+00 3.216496e-02 2.391035e+00 2.434394e+00 loglambda[110] 3.059442e+00 3.294697e-02 2.994294e+00 3.036393e+00 loglambda[111] 1.986783e+00 3.225238e-02 1.922214e+00 1.966002e+00 loglambda[112] 2.771988e+00 3.236458e-02 2.708991e+00 2.750106e+00 loglambda[113] 5.865243e-01 3.226712e-02 5.219438e-01 5.658328e-01 loglambda[114] 2.204690e+00 3.225781e-02 2.140117e+00 2.183988e+00 loglambda[115] 3.389906e+00 3.402847e-02 3.321218e+00 3.366621e+00 loglambda[116] 2.837480e+00 3.246673e-02 2.773931e+00 2.815299e+00 loglambda[117] 2.230873e+00 3.223186e-02 2.166321e+00 2.209890e+00 loglambda[118] 2.244837e+00 3.221924e-02 2.180297e+00 2.224111e+00 loglambda[119] 2.195962e+00 3.226712e-02 2.131382e+00 2.175271e+00 loglambda[120] 2.223891e+00 3.223849e-02 2.159333e+00 2.202913e+00 loglambda[121] 2.571252e+00 3.216645e-02 2.508204e+00 2.549529e+00 loglambda[122] 3.293446e+00 3.323066e-02 3.228066e+00 3.270732e+00 loglambda[123] 2.336476e+00 3.225965e-02 2.271901e+00 2.315801e+00 loglambda[124] 2.204690e+00 3.225781e-02 2.140117e+00 2.183988e+00 loglambda[125] 2.168318e+00 3.213793e-02 2.104472e+00 2.147556e+00 loglambda[126] 2.300694e+00 3.217722e-02 2.236304e+00 2.279881e+00 loglambda[127] 1.978963e+00 3.226053e-02 1.914387e+00 1.958301e+00 loglambda[128] 2.195962e+00 3.226712e-02 2.131382e+00 2.175271e+00 loglambda[129] 2.426372e+00 3.213241e-02 2.362149e+00 2.405527e+00 loglambda[130] 4.602565e+00 3.319276e-02 4.537053e+00 4.579790e+00 loglambda[131] 2.863040e+00 3.301852e-02 2.797427e+00 2.839932e+00 loglambda[132] 1.986783e+00 3.225238e-02 1.922214e+00 1.966002e+00 loglambda[133] 1.986783e+00 3.225238e-02 1.922214e+00 1.966002e+00 loglambda[134] 2.195962e+00 3.226712e-02 2.131382e+00 2.175271e+00 loglambda[135] 2.216909e+00 3.224533e-02 2.152345e+00 2.196022e+00 loglambda[136] 2.768455e+00 3.214300e-02 2.704919e+00 2.747383e+00 loglambda[137] 2.670747e+00 3.224286e-02 2.608451e+00 2.648815e+00 loglambda[138] 2.195962e+00 3.226712e-02 2.131382e+00 2.175271e+00 loglambda[139] 2.538087e+00 3.215056e-02 2.474740e+00 2.516695e+00 loglambda[140] 2.385387e+00 3.213944e-02 2.321607e+00 2.364653e+00 loglambda[141] 2.887465e+00 2.239099e-02 2.844630e+00 2.871042e+00 loglambda[142] 1.787018e+00 2.402431e-02 1.739759e+00 1.770362e+00 loglambda[143] 2.597706e+00 2.386137e-02 2.550419e+00 2.581080e+00 loglambda[144] 3.457081e+00 2.402431e-02 3.409822e+00 3.440425e+00 loglambda[145] 2.933435e+00 2.398325e-02 2.886169e+00 2.916902e+00 loglambda[146] 2.569778e+00 2.402431e-02 2.522519e+00 2.553121e+00 loglambda[147] 2.569778e+00 2.402431e-02 2.522519e+00 2.553121e+00 loglambda[148] 2.776622e+00 2.360411e-02 2.729615e+00 2.759595e+00 loglambda[149] 2.569778e+00 2.402431e-02 2.522519e+00 2.553121e+00 loglambda[150] 2.724256e+00 2.390178e-02 2.676976e+00 2.707699e+00 loglambda[151] 2.569778e+00 2.402431e-02 2.522519e+00 2.553121e+00 loglambda[152] 2.569778e+00 2.402431e-02 2.522519e+00 2.553121e+00 loglambda[153] 2.569778e+00 2.402431e-02 2.522519e+00 2.553121e+00 loglambda[154] 2.372817e+00 2.387145e-02 2.325532e+00 2.356208e+00 loglambda[155] 2.703309e+00 2.402431e-02 2.656050e+00 2.686653e+00 loglambda[156] 2.569778e+00 2.402431e-02 2.522519e+00 2.553121e+00 loglambda[157] 2.867528e+00 2.173530e-02 2.824529e+00 2.852960e+00 loglambda[158] 3.548801e+00 2.169309e-02 3.505936e+00 3.534227e+00 loglambda[159] 2.583742e+00 2.394240e-02 2.536469e+00 2.567194e+00 loglambda[160] 3.268862e+00 2.149218e-02 3.228357e+00 3.253114e+00 loglambda[161] 3.612902e+00 2.285685e-02 3.568734e+00 3.596490e+00 loglambda[162] 2.639599e+00 2.362356e-02 2.592554e+00 2.622575e+00 loglambda[163] 2.081589e+00 2.361461e-02 2.034562e+00 2.064556e+00 loglambda[164] 2.867528e+00 2.173530e-02 2.824529e+00 2.852960e+00 loglambda[165] 2.506395e+00 2.350769e-02 2.459668e+00 2.489435e+00 loglambda[166] 2.353616e+00 2.398325e-02 2.306350e+00 2.337083e+00 loglambda[167] 2.647783e+00 2.278104e-02 2.603754e+00 2.631248e+00 loglambda[168] 3.917350e+00 2.173530e-02 3.874352e+00 3.902782e+00 loglambda[169] 3.237581e+00 1.951784e-02 3.198851e+00 3.224743e+00 loglambda[170] 2.604688e+00 2.382118e-02 2.557395e+00 2.588004e+00 loglambda[171] 3.511821e+00 2.086976e-02 3.472342e+00 3.496589e+00 loglambda[172] 2.732671e+00 2.312468e-02 2.687683e+00 2.716518e+00 loglambda[173] 2.639841e+00 2.378121e-02 2.592541e+00 2.623156e+00 loglambda[174] 2.128773e+00 2.362356e-02 2.081728e+00 2.111749e+00 loglambda[175] 3.113840e+00 2.116364e-02 3.073533e+00 3.098483e+00 loglambda[176] 2.953795e+00 2.211580e-02 2.911959e+00 2.937490e+00 loglambda[177] 2.346634e+00 2.402431e-02 2.299375e+00 2.329978e+00 loglambda[178] 2.683237e+00 2.338449e-02 2.637061e+00 2.666519e+00 loglambda[179] 3.019994e+00 2.371062e-02 2.972765e+00 3.003128e+00 loglambda[180] 2.939831e+00 2.217170e-02 2.897785e+00 2.923520e+00 loglambda[181] 2.583742e+00 2.394240e-02 2.536469e+00 2.567194e+00 loglambda[182] 3.079473e+00 2.166320e-02 3.038994e+00 3.063452e+00 loglambda[183] 2.346634e+00 2.402431e-02 2.299375e+00 2.329978e+00 loglambda[184] 2.346634e+00 2.402431e-02 2.299375e+00 2.329978e+00 loglambda[185] 2.569778e+00 2.402431e-02 2.522519e+00 2.553121e+00 loglambda[186] 2.591981e+00 2.389449e-02 2.544700e+00 2.575412e+00 loglambda[187] 2.971432e+00 2.149764e-02 2.929194e+00 2.957008e+00 loglambda[188] 2.888475e+00 2.159207e-02 2.845932e+00 2.873978e+00 loglambda[189] 3.090672e+00 2.173530e-02 3.047673e+00 3.076103e+00 loglambda[190] 2.937349e+00 2.126539e-02 2.895873e+00 2.923180e+00 loglambda[191] 3.097654e+00 2.168735e-02 3.054807e+00 3.083084e+00 loglambda[192] 2.569778e+00 2.402431e-02 2.522519e+00 2.553121e+00 loglambda[193] 2.353616e+00 2.398325e-02 2.306350e+00 2.337083e+00 loglambda[194] 2.653563e+00 2.354609e-02 2.606673e+00 2.636574e+00 loglambda[195] 2.688474e+00 2.335641e-02 2.642425e+00 2.671811e+00 loglambda[196] 2.681492e+00 2.339388e-02 2.635273e+00 2.664755e+00 loglambda[197] 2.943908e+00 2.392206e-02 2.896632e+00 2.927386e+00 loglambda[198] 3.108774e+00 2.402431e-02 3.061515e+00 3.092118e+00 loglambda[199] 2.463036e+00 2.317692e-02 2.417806e+00 2.446881e+00 loglambda[200] 3.554543e+00 2.097817e-02 3.514229e+00 3.539993e+00 loglambda[201] 3.344794e+00 2.102494e-02 3.304714e+00 3.329067e+00 loglambda[202] 3.433192e+00 2.272295e-02 3.389223e+00 3.416562e+00 loglambda[203] 2.569778e+00 2.402431e-02 2.522519e+00 2.553121e+00 loglambda[204] 2.590724e+00 2.390178e-02 2.543444e+00 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7.000000e+00 1.100000e+01 y_pred[160] 2.612600e+01 5.210799e+00 1.647500e+01 2.275000e+01 y_pred[161] 3.685600e+01 6.110478e+00 2.500000e+01 3.300000e+01 y_pred[162] 1.400800e+01 3.871164e+00 7.475000e+00 1.100000e+01 y_pred[163] 7.860000e+00 2.739966e+00 3.000000e+00 6.000000e+00 y_pred[164] 1.747200e+01 4.087374e+00 1.000000e+01 1.500000e+01 y_pred[165] 1.223000e+01 3.496506e+00 6.000000e+00 1.000000e+01 y_pred[166] 1.024800e+01 3.194198e+00 5.000000e+00 8.000000e+00 y_pred[167] 1.433400e+01 3.926995e+00 7.000000e+00 1.200000e+01 y_pred[168] 5.051800e+01 7.327281e+00 3.700000e+01 4.575000e+01 y_pred[169] 2.519200e+01 5.219734e+00 1.700000e+01 2.100000e+01 y_pred[170] 1.370400e+01 3.630806e+00 8.000000e+00 1.100000e+01 y_pred[171] 3.399800e+01 5.857869e+00 2.400000e+01 3.000000e+01 y_pred[172] 1.551000e+01 4.047551e+00 8.000000e+00 1.300000e+01 y_pred[173] 1.406200e+01 3.645921e+00 8.000000e+00 1.100000e+01 y_pred[174] 8.456000e+00 2.893581e+00 3.000000e+00 6.000000e+00 y_pred[175] 2.248400e+01 4.675625e+00 1.300000e+01 1.900000e+01 y_pred[176] 1.917400e+01 4.467622e+00 1.100000e+01 1.600000e+01 y_pred[177] 1.041800e+01 3.223050e+00 5.000000e+00 8.000000e+00 y_pred[178] 1.461800e+01 3.978912e+00 8.000000e+00 1.200000e+01 y_pred[179] 2.076600e+01 4.680069e+00 1.200000e+01 1.800000e+01 y_pred[180] 1.906400e+01 4.532659e+00 1.047500e+01 1.600000e+01 y_pred[181] 1.305000e+01 3.817413e+00 6.000000e+00 1.000000e+01 y_pred[182] 2.199000e+01 4.957323e+00 1.300000e+01 1.800000e+01 y_pred[183] 1.036400e+01 3.092998e+00 4.475000e+00 8.000000e+00 y_pred[184] 1.035600e+01 3.073786e+00 5.000000e+00 8.000000e+00 y_pred[185] 1.287200e+01 3.604664e+00 6.000000e+00 1.100000e+01 y_pred[186] 1.331800e+01 3.763669e+00 6.000000e+00 1.100000e+01 y_pred[187] 1.902800e+01 4.518856e+00 1.147500e+01 1.600000e+01 y_pred[188] 1.790600e+01 4.435370e+00 1.000000e+01 1.500000e+01 y_pred[189] 2.203400e+01 4.541596e+00 1.400000e+01 1.900000e+01 y_pred[190] 1.874400e+01 4.367679e+00 1.100000e+01 1.500000e+01 y_pred[191] 2.196600e+01 4.824043e+00 1.347500e+01 1.900000e+01 y_pred[192] 1.309200e+01 3.709860e+00 6.000000e+00 1.100000e+01 y_pred[193] 1.055800e+01 3.247110e+00 5.000000e+00 8.000000e+00 y_pred[194] 1.392400e+01 3.532021e+00 7.000000e+00 1.200000e+01 y_pred[195] 1.486600e+01 3.761961e+00 8.000000e+00 1.200000e+01 y_pred[196] 1.469600e+01 4.104300e+00 8.000000e+00 1.200000e+01 y_pred[197] 1.915600e+01 4.401638e+00 1.100000e+01 1.600000e+01 y_pred[198] 2.216800e+01 4.773400e+00 1.400000e+01 1.900000e+01 y_pred[199] 1.147000e+01 3.261038e+00 6.000000e+00 9.000000e+00 y_pred[200] 3.495200e+01 5.868439e+00 2.300000e+01 3.100000e+01 y_pred[201] 2.839400e+01 4.917635e+00 2.000000e+01 2.500000e+01 y_pred[202] 3.139800e+01 5.629474e+00 2.100000e+01 2.700000e+01 y_pred[203] 1.336400e+01 3.971278e+00 7.000000e+00 1.000000e+01 y_pred[204] 1.338200e+01 3.651128e+00 7.000000e+00 1.100000e+01 y_pred[205] 1.314400e+01 3.677269e+00 7.000000e+00 1.000000e+01 y_pred[206] 1.255600e+01 3.433722e+00 6.000000e+00 1.000000e+01 y_pred[207] 1.862400e+01 4.383727e+00 1.100000e+01 1.600000e+01 y_pred[208] 1.285600e+01 3.610170e+00 6.000000e+00 1.000000e+01 y_pred[209] 1.039400e+01 2.997454e+00 5.000000e+00 8.000000e+00 y_pred[210] 1.323200e+01 3.603352e+00 6.000000e+00 1.100000e+01 y_pred[211] 1.283000e+01 3.741269e+00 6.000000e+00 1.000000e+01 y_pred[212] 2.962200e+01 5.419766e+00 1.947500e+01 2.600000e+01 y_pred[213] 1.539200e+01 3.888003e+00 8.000000e+00 1.300000e+01 y_pred[214] 1.947600e+01 4.356993e+00 1.100000e+01 1.600000e+01 y_pred[215] 1.921200e+01 4.458117e+00 1.100000e+01 1.600000e+01 y_pred[216] 2.745600e+01 5.380890e+00 1.700000e+01 2.400000e+01 y_pred[217] 9.907200e+01 1.024171e+01 8.000000e+01 9.275000e+01 y_pred[218] 2.543200e+01 4.906069e+00 1.700000e+01 2.200000e+01 y_pred[219] 2.220200e+01 4.423158e+00 1.400000e+01 1.900000e+01 y_pred[220] 2.221600e+01 4.717399e+00 1.400000e+01 1.900000e+01 y_pred[221] 4.924000e+01 6.593128e+00 3.700000e+01 4.400000e+01 y_pred[222] 9.556600e+01 9.720423e+00 7.600000e+01 9.000000e+01 y_pred[223] 8.314600e+01 8.767121e+00 6.700000e+01 7.700000e+01 y_pred[224] 2.265200e+01 4.783792e+00 1.400000e+01 1.900000e+01 y_pred[225] 2.513200e+01 5.157886e+00 1.500000e+01 2.200000e+01 y_pred[226] 2.837000e+01 5.189505e+00 1.800000e+01 2.500000e+01 y_pred[227] 2.336600e+01 4.972474e+00 1.400000e+01 2.000000e+01 y_pred[228] 2.519800e+01 4.984424e+00 1.600000e+01 2.200000e+01 y_pred[229] 2.027200e+01 4.797504e+00 1.100000e+01 1.700000e+01 y_pred[230] 3.608600e+01 6.079517e+00 2.500000e+01 3.200000e+01 y_pred[231] 2.218000e+01 4.950213e+00 1.347500e+01 1.900000e+01 y_pred[232] 3.174200e+01 5.607345e+00 2.100000e+01 2.800000e+01 y_pred[233] 2.227400e+01 4.682604e+00 1.400000e+01 1.900000e+01 y_pred[234] 2.259800e+01 4.673766e+00 1.400000e+01 1.900000e+01 y_pred[235] 2.221000e+01 4.654162e+00 1.300000e+01 1.900000e+01 y_pred[236] 1.561400e+01 3.987079e+00 9.000000e+00 1.300000e+01 y_pred[237] 1.524200e+01 3.751745e+00 8.475000e+00 1.300000e+01 y_pred[238] 1.532600e+01 3.773620e+00 9.000000e+00 1.300000e+01 y_pred[239] 1.506400e+01 3.891811e+00 8.000000e+00 1.200000e+01 y_pred[240] 1.545200e+01 3.779983e+00 9.000000e+00 1.300000e+01 y_pred[241] 2.165400e+01 4.577356e+00 1.300000e+01 1.900000e+01 y_pred[242] 1.290600e+01 3.574173e+00 6.000000e+00 1.000000e+01 y_pred[243] 1.552000e+01 3.922802e+00 8.000000e+00 1.300000e+01 y_pred[244] 1.525600e+01 4.073285e+00 8.000000e+00 1.200000e+01 y_pred[245] 3.843400e+01 6.514485e+00 2.700000e+01 3.400000e+01 y_pred[246] 1.520600e+01 4.133974e+00 8.000000e+00 1.200000e+01 y_pred[247] 2.429400e+01 5.028532e+00 1.500000e+01 2.100000e+01 y_pred[248] 1.510800e+01 4.106344e+00 8.000000e+00 1.200000e+01 y_pred[249] 1.527000e+01 3.876487e+00 8.000000e+00 1.300000e+01 y_pred[250] 9.022000e+00 2.858296e+00 4.000000e+00 7.000000e+00 y_pred[251] 1.572000e+01 3.859455e+00 9.000000e+00 1.300000e+01 y_pred[252] 1.513600e+01 3.786050e+00 8.000000e+00 1.300000e+01 y_pred[253] 1.528600e+01 3.786936e+00 9.000000e+00 1.200000e+01 y_pred[254] 1.058800e+01 3.305163e+00 5.000000e+00 8.000000e+00 y_pred[255] 1.737400e+01 4.192527e+00 1.000000e+01 1.400000e+01 y_pred[256] 1.662600e+01 4.249499e+00 9.000000e+00 1.400000e+01 y_pred[257] 1.203800e+01 3.420520e+00 6.000000e+00 1.000000e+01 y_pred[258] 2.245600e+01 4.927131e+00 1.400000e+01 1.900000e+01 y_pred[259] 1.502800e+01 4.027363e+00 8.000000e+00 1.200000e+01 y_pred[260] 1.500200e+01 3.854830e+00 8.475000e+00 1.200000e+01 y_pred[261] 1.518800e+01 3.902707e+00 8.000000e+00 1.300000e+01 y_pred[262] 1.530200e+01 3.953993e+00 8.000000e+00 1.300000e+01 lp__ 1.760378e+04 1.508231e+00 1.759972e+04 1.760297e+04 stats parameter 50% 75% 97.5% b0 3.092484e+00 3.104454e+00 3.134035e+00 b_roach1 6.983305e-03 7.037078e-03 7.146648e-03 b_treatment -5.188535e-01 -5.035488e-01 -4.728162e-01 b_senior -3.747042e-01 -3.473550e-01 -3.008686e-01 loglambda[1] 4.498052e+00 4.514232e+00 4.543981e+00 loglambda[2] 4.372745e+00 4.390049e+00 4.420848e+00 loglambda[3] 2.580682e+00 2.599195e+00 2.624170e+00 loglambda[4] 2.589946e+00 2.608300e+00 2.633392e+00 loglambda[5] 2.716523e+00 2.734979e+00 2.759989e+00 loglambda[6] 2.569007e+00 2.587796e+00 2.612590e+00 loglambda[7] 2.834916e+00 2.852144e+00 2.874439e+00 loglambda[8] 3.153768e+00 3.170774e+00 3.193113e+00 loglambda[9] 3.099560e+00 3.111488e+00 3.140958e+00 loglambda[10] 3.324299e+00 3.336376e+00 3.363742e+00 loglambda[11] 4.055692e+00 4.069173e+00 4.089507e+00 loglambda[12] 3.204792e+00 3.216840e+00 3.244071e+00 loglambda[13] 3.768269e+00 3.780726e+00 3.802912e+00 loglambda[14] 3.552049e+00 3.564588e+00 3.586709e+00 loglambda[15] 3.399222e+00 3.411020e+00 3.436298e+00 loglambda[16] 6.008851e+00 6.031383e+00 6.065068e+00 loglambda[17] 3.125235e+00 3.137164e+00 3.162623e+00 loglambda[18] 3.615025e+00 3.626912e+00 3.650230e+00 loglambda[19] 3.106632e+00 3.118463e+00 3.147881e+00 loglambda[20] 5.482409e+00 5.499541e+00 5.525425e+00 loglambda[21] 3.249835e+00 3.262074e+00 3.288702e+00 loglambda[22] 3.120711e+00 3.132456e+00 3.161579e+00 loglambda[23] 3.747350e+00 3.759778e+00 3.782090e+00 loglambda[24] 3.858708e+00 3.872446e+00 3.892734e+00 loglambda[25] 3.649800e+00 3.662183e+00 3.684926e+00 loglambda[26] 3.754276e+00 3.766769e+00 3.789031e+00 loglambda[27] 3.107750e+00 3.119565e+00 3.145095e+00 loglambda[28] 3.225641e+00 3.237788e+00 3.264731e+00 loglambda[29] 3.267245e+00 3.279437e+00 3.305650e+00 loglambda[30] 3.493128e+00 3.505127e+00 3.529227e+00 loglambda[31] 3.114476e+00 3.126151e+00 3.155492e+00 loglambda[32] 3.166373e+00 3.178179e+00 3.206053e+00 loglambda[33] 3.419982e+00 3.431827e+00 3.456887e+00 loglambda[34] 3.111084e+00 3.122804e+00 3.152208e+00 loglambda[35] 4.514312e+00 4.529215e+00 4.548217e+00 loglambda[36] 3.092484e+00 3.104454e+00 3.134035e+00 loglambda[37] 3.092484e+00 3.104454e+00 3.134035e+00 loglambda[38] 4.586070e+00 4.601614e+00 4.622475e+00 loglambda[39] 4.075442e+00 4.087514e+00 4.110681e+00 loglambda[40] 3.554437e+00 3.566547e+00 3.593816e+00 loglambda[41] 3.196918e+00 3.209028e+00 3.236309e+00 loglambda[42] 3.447805e+00 3.459693e+00 3.484445e+00 loglambda[43] 3.197762e+00 3.209872e+00 3.237141e+00 loglambda[44] 3.235161e+00 3.247111e+00 3.271636e+00 loglambda[45] 3.189046e+00 3.201087e+00 3.228478e+00 loglambda[46] 3.100763e+00 3.112677e+00 3.142135e+00 loglambda[47] 3.099560e+00 3.111488e+00 3.140958e+00 loglambda[48] 3.106632e+00 3.118463e+00 3.147881e+00 loglambda[49] 3.092484e+00 3.104454e+00 3.134035e+00 loglambda[50] 3.106632e+00 3.118463e+00 3.147881e+00 loglambda[51] 3.240164e+00 3.251994e+00 3.281412e+00 loglambda[52] 3.435684e+00 3.447546e+00 3.473276e+00 loglambda[53] 3.141742e+00 3.153711e+00 3.182098e+00 loglambda[54] 3.218717e+00 3.230836e+00 3.257853e+00 loglambda[55] 2.883489e+00 2.895319e+00 2.924737e+00 loglambda[56] 4.947163e+00 4.963245e+00 4.984694e+00 loglambda[57] 3.694592e+00 3.709868e+00 3.736717e+00 loglambda[58] 4.329502e+00 4.344279e+00 4.373402e+00 loglambda[59] 2.826469e+00 2.845117e+00 2.870006e+00 loglambda[60] 5.170819e+00 5.189672e+00 5.222383e+00 loglambda[61] 2.862773e+00 2.880111e+00 2.902806e+00 loglambda[62] 2.442472e+00 2.459859e+00 2.485026e+00 loglambda[63] 4.406049e+00 4.421825e+00 4.451159e+00 loglambda[64] 3.163482e+00 3.180801e+00 3.204975e+00 loglambda[65] 2.581242e+00 2.599741e+00 2.624724e+00 loglambda[66] 3.800975e+00 3.815539e+00 3.844019e+00 loglambda[67] 2.660682e+00 2.678642e+00 2.703826e+00 loglambda[68] 3.645513e+00 3.659374e+00 3.686612e+00 loglambda[69] 2.716063e+00 2.733340e+00 2.758319e+00 loglambda[70] 4.105615e+00 4.120159e+00 4.148995e+00 loglambda[71] 2.836982e+00 2.854303e+00 2.877587e+00 loglambda[72] 4.520956e+00 4.538435e+00 4.570876e+00 loglambda[73] 2.617704e+00 2.636244e+00 2.661130e+00 loglambda[74] 2.596876e+00 2.615277e+00 2.640326e+00 loglambda[75] 2.985069e+00 3.001790e+00 3.024224e+00 loglambda[76] 2.621167e+00 2.639717e+00 2.664599e+00 loglambda[77] 3.609064e+00 3.624839e+00 3.649443e+00 loglambda[78] 3.770572e+00 3.785647e+00 3.812430e+00 loglambda[79] 2.659764e+00 2.677746e+00 2.702919e+00 loglambda[80] 2.695013e+00 2.712445e+00 2.737609e+00 loglambda[81] 2.569007e+00 2.587796e+00 2.612590e+00 loglambda[82] 2.757819e+00 2.775228e+00 2.799823e+00 loglambda[83] 3.603524e+00 3.617724e+00 3.644593e+00 loglambda[84] 2.926342e+00 2.943807e+00 2.968064e+00 loglambda[85] 2.764808e+00 2.782273e+00 2.806751e+00 loglambda[86] 2.569007e+00 2.587796e+00 2.612590e+00 loglambda[87] 2.764808e+00 2.782273e+00 2.806751e+00 loglambda[88] 1.973445e+00 1.993655e+00 2.033570e+00 loglambda[89] 2.071811e+00 2.091445e+00 2.130910e+00 loglambda[90] 2.231711e+00 2.251744e+00 2.291366e+00 loglambda[91] 2.196589e+00 2.216798e+00 2.256713e+00 loglambda[92] 2.546846e+00 2.567595e+00 2.606704e+00 loglambda[93] 2.385960e+00 2.405830e+00 2.444957e+00 loglambda[94] 3.119983e+00 3.140362e+00 3.179821e+00 loglambda[95] 4.000856e+00 4.022845e+00 4.066336e+00 loglambda[96] 2.203633e+00 2.223735e+00 2.263568e+00 loglambda[97] 2.210677e+00 2.230679e+00 2.270470e+00 loglambda[98] 2.238678e+00 2.258708e+00 2.298331e+00 loglambda[99] 1.994577e+00 2.014574e+00 2.054292e+00 loglambda[100] 2.063570e+00 2.083567e+00 2.123285e+00 loglambda[101] 2.196589e+00 2.216798e+00 2.256713e+00 loglambda[102] 2.196589e+00 2.216798e+00 2.256713e+00 loglambda[103] 2.196589e+00 2.216798e+00 2.256713e+00 loglambda[104] 2.205394e+00 2.225470e+00 2.265291e+00 loglambda[105] 2.196589e+00 2.216798e+00 2.256713e+00 loglambda[106] 2.308930e+00 2.328783e+00 2.367984e+00 loglambda[107] 1.755961e+00 1.776975e+00 1.816653e+00 loglambda[108] 1.980489e+00 2.000592e+00 2.040424e+00 loglambda[109] 2.456474e+00 2.476433e+00 2.515446e+00 loglambda[110] 3.061790e+00 3.082178e+00 3.121399e+00 loglambda[111] 1.987533e+00 2.007535e+00 2.047326e+00 loglambda[112] 2.773468e+00 2.794590e+00 2.833814e+00 loglambda[113] 5.871510e-01 6.073603e-01 6.472755e-01 loglambda[114] 2.205394e+00 2.225470e+00 2.265291e+00 loglambda[115] 3.392004e+00 3.413431e+00 3.454077e+00 loglambda[116] 2.839498e+00 2.860113e+00 2.899336e+00 loglambda[117] 2.231711e+00 2.251744e+00 2.291366e+00 loglambda[118] 2.245700e+00 2.265674e+00 2.305296e+00 loglambda[119] 2.196589e+00 2.216798e+00 2.256713e+00 loglambda[120] 2.224765e+00 2.244748e+00 2.284401e+00 loglambda[121] 2.572597e+00 2.593470e+00 2.633049e+00 loglambda[122] 3.295896e+00 3.316482e+00 3.356128e+00 loglambda[123] 2.337164e+00 2.357267e+00 2.397099e+00 loglambda[124] 2.205394e+00 2.225470e+00 2.265291e+00 loglambda[125] 2.169774e+00 2.189757e+00 2.228849e+00 loglambda[126] 2.301942e+00 2.321692e+00 2.361019e+00 loglambda[127] 1.979644e+00 1.999759e+00 2.039599e+00 loglambda[128] 2.196589e+00 2.216798e+00 2.256713e+00 loglambda[129] 2.427744e+00 2.447987e+00 2.487175e+00 loglambda[130] 4.604996e+00 4.625486e+00 4.665107e+00 loglambda[131] 2.865353e+00 2.885739e+00 2.925009e+00 loglambda[132] 1.987533e+00 2.007535e+00 2.047326e+00 loglambda[133] 1.987533e+00 2.007535e+00 2.047326e+00 loglambda[134] 2.196589e+00 2.216798e+00 2.256713e+00 loglambda[135] 2.217721e+00 2.237718e+00 2.277435e+00 loglambda[136] 2.769918e+00 2.790363e+00 2.829961e+00 loglambda[137] 2.672252e+00 2.693265e+00 2.732944e+00 loglambda[138] 2.196589e+00 2.216798e+00 2.256713e+00 loglambda[139] 2.539494e+00 2.560036e+00 2.599756e+00 loglambda[140] 2.386856e+00 2.406754e+00 2.445871e+00 loglambda[141] 2.887438e+00 2.904358e+00 2.926950e+00 loglambda[142] 1.786248e+00 1.805037e+00 1.829831e+00 loglambda[143] 2.596876e+00 2.615277e+00 2.640326e+00 loglambda[144] 3.456310e+00 3.475099e+00 3.499893e+00 loglambda[145] 2.932668e+00 2.951297e+00 2.976199e+00 loglambda[146] 2.569007e+00 2.587796e+00 2.612590e+00 loglambda[147] 2.569007e+00 2.587796e+00 2.612590e+00 loglambda[148] 2.775706e+00 2.794022e+00 2.819011e+00 loglambda[149] 2.569007e+00 2.587796e+00 2.612590e+00 loglambda[150] 2.723477e+00 2.741831e+00 2.766923e+00 loglambda[151] 2.569007e+00 2.587796e+00 2.612590e+00 loglambda[152] 2.569007e+00 2.587796e+00 2.612590e+00 loglambda[153] 2.569007e+00 2.587796e+00 2.612590e+00 loglambda[154] 2.372000e+00 2.390407e+00 2.415449e+00 loglambda[155] 2.702538e+00 2.721328e+00 2.746121e+00 loglambda[156] 2.569007e+00 2.587796e+00 2.612590e+00 loglambda[157] 2.869341e+00 2.881311e+00 2.910891e+00 loglambda[158] 3.550696e+00 3.562634e+00 3.592112e+00 loglambda[159] 2.582991e+00 2.601448e+00 2.626458e+00 loglambda[160] 3.268536e+00 3.285192e+00 3.307885e+00 loglambda[161] 3.612491e+00 3.630002e+00 3.654260e+00 loglambda[162] 2.638669e+00 2.657031e+00 2.681992e+00 loglambda[163] 2.080667e+00 2.099006e+00 2.123981e+00 loglambda[164] 2.869341e+00 2.881311e+00 2.910891e+00 loglambda[165] 2.505613e+00 2.523596e+00 2.548768e+00 loglambda[166] 2.352850e+00 2.371478e+00 2.396380e+00 loglambda[167] 2.647408e+00 2.664818e+00 2.689065e+00 loglambda[168] 3.919163e+00 3.931133e+00 3.960713e+00 loglambda[169] 3.238647e+00 3.250599e+00 3.275081e+00 loglambda[170] 2.603807e+00 2.622241e+00 2.647260e+00 loglambda[171] 3.512216e+00 3.526339e+00 3.553505e+00 loglambda[172] 2.732395e+00 2.749603e+00 2.774401e+00 loglambda[173] 2.638912e+00 2.657415e+00 2.682365e+00 loglambda[174] 2.127844e+00 2.146205e+00 2.171166e+00 loglambda[175] 3.113725e+00 3.130090e+00 3.153279e+00 loglambda[176] 2.953521e+00 2.970330e+00 2.992920e+00 loglambda[177] 2.345863e+00 2.364653e+00 2.389446e+00 loglambda[178] 2.682719e+00 2.700265e+00 2.725485e+00 loglambda[179] 3.018998e+00 3.037557e+00 3.062436e+00 loglambda[180] 2.939504e+00 2.956434e+00 2.979007e+00 loglambda[181] 2.582991e+00 2.601448e+00 2.626458e+00 loglambda[182] 3.079080e+00 3.095902e+00 3.118625e+00 loglambda[183] 2.345863e+00 2.364653e+00 2.389446e+00 loglambda[184] 2.345863e+00 2.364653e+00 2.389446e+00 loglambda[185] 2.569007e+00 2.587796e+00 2.612590e+00 loglambda[186] 2.591193e+00 2.609543e+00 2.634640e+00 loglambda[187] 2.973547e+00 2.985391e+00 3.014268e+00 loglambda[188] 2.890555e+00 2.902228e+00 2.931596e+00 loglambda[189] 3.092484e+00 3.104454e+00 3.134035e+00 loglambda[190] 2.939690e+00 2.951508e+00 2.979485e+00 loglambda[191] 3.099560e+00 3.111488e+00 3.140958e+00 loglambda[192] 2.569007e+00 2.587796e+00 2.612590e+00 loglambda[193] 2.352850e+00 2.371478e+00 2.396380e+00 loglambda[194] 2.652701e+00 2.670854e+00 2.695943e+00 loglambda[195] 2.688017e+00 2.705510e+00 2.730681e+00 loglambda[196] 2.680954e+00 2.698515e+00 2.723753e+00 loglambda[197] 2.943156e+00 2.961536e+00 2.986600e+00 loglambda[198] 3.108003e+00 3.126793e+00 3.151586e+00 loglambda[199] 2.462720e+00 2.479975e+00 2.504857e+00 loglambda[200] 3.554223e+00 3.569421e+00 3.596235e+00 loglambda[201] 3.344598e+00 3.360555e+00 3.384894e+00 loglambda[202] 3.432844e+00 3.450151e+00 3.474118e+00 loglambda[203] 2.569007e+00 2.587796e+00 2.612590e+00 loglambda[204] 2.589946e+00 2.608300e+00 2.633392e+00 loglambda[205] 2.583691e+00 2.602130e+00 2.627151e+00 loglambda[206] 2.569007e+00 2.587796e+00 2.612590e+00 loglambda[207] 2.911853e+00 2.928694e+00 2.951182e+00 loglambda[208] 2.577743e+00 2.596328e+00 2.621257e+00 loglambda[209] 2.352850e+00 2.371478e+00 2.396380e+00 loglambda[210] 2.575994e+00 2.594622e+00 2.619524e+00 loglambda[211] 2.569007e+00 2.587796e+00 2.612590e+00 loglambda[212] 3.395686e+00 3.414475e+00 3.439268e+00 loglambda[213] 2.723380e+00 2.740252e+00 2.762820e+00 loglambda[214] 2.954937e+00 2.973333e+00 2.998387e+00 loglambda[215] 2.955433e+00 2.972490e+00 2.995004e+00 loglambda[216] 3.317786e+00 3.335327e+00 3.359626e+00 loglambda[217] 4.592315e+00 4.607003e+00 4.625742e+00 loglambda[218] 3.226016e+00 3.237985e+00 3.267566e+00 loglambda[219] 3.106632e+00 3.118463e+00 3.147881e+00 loglambda[220] 3.103098e+00 3.114985e+00 3.144419e+00 loglambda[221] 3.896537e+00 3.909030e+00 3.931238e+00 loglambda[222] 4.552860e+00 4.568192e+00 4.589143e+00 loglambda[223] 4.424474e+00 4.438010e+00 4.458371e+00 loglambda[224] 3.129105e+00 3.141224e+00 3.168241e+00 loglambda[225] 3.247230e+00 3.258903e+00 3.288271e+00 loglambda[226] 3.347620e+00 3.359571e+00 3.389087e+00 loglambda[227] 3.152990e+00 3.165434e+00 3.187979e+00 loglambda[228] 3.225641e+00 3.237788e+00 3.264731e+00 loglambda[229] 3.000769e+00 3.012907e+00 3.039868e+00 loglambda[230] 3.581337e+00 3.593224e+00 3.617976e+00 loglambda[231] 3.092484e+00 3.104454e+00 3.134035e+00 loglambda[232] 3.456235e+00 3.468163e+00 3.497633e+00 loglambda[233] 3.092484e+00 3.104454e+00 3.134035e+00 loglambda[234] 3.130772e+00 3.142659e+00 3.171428e+00 loglambda[235] 3.092484e+00 3.104454e+00 3.134035e+00 loglambda[236] 2.738288e+00 2.763920e+00 2.809720e+00 loglambda[237] 2.717487e+00 2.743087e+00 2.788610e+00 loglambda[238] 2.717487e+00 2.743087e+00 2.788610e+00 loglambda[239] 2.717487e+00 2.743087e+00 2.788610e+00 loglambda[240] 2.717487e+00 2.743087e+00 2.788610e+00 loglambda[241] 3.051700e+00 3.078034e+00 3.124980e+00 loglambda[242] 2.563337e+00 2.588936e+00 2.634459e+00 loglambda[243] 2.738288e+00 2.763920e+00 2.809720e+00 loglambda[244] 2.731354e+00 2.756993e+00 2.802683e+00 loglambda[245] 3.659751e+00 3.683838e+00 3.743075e+00 loglambda[246] 2.717487e+00 2.743087e+00 2.788610e+00 loglambda[247] 3.193716e+00 3.219024e+00 3.271383e+00 loglambda[248] 2.724421e+00 2.750065e+00 2.795647e+00 loglambda[249] 2.717487e+00 2.743087e+00 2.788610e+00 loglambda[250] 2.206662e+00 2.232261e+00 2.277784e+00 loglambda[251] 2.745658e+00 2.771257e+00 2.816781e+00 loglambda[252] 2.724421e+00 2.750065e+00 2.795647e+00 loglambda[253] 2.724421e+00 2.750065e+00 2.795647e+00 loglambda[254] 2.357527e+00 2.383162e+00 2.428907e+00 loglambda[255] 2.851914e+00 2.878037e+00 2.927717e+00 loglambda[256] 2.808862e+00 2.834939e+00 2.881041e+00 loglambda[257] 2.494344e+00 2.519943e+00 2.565466e+00 loglambda[258] 3.113383e+00 3.138982e+00 3.184506e+00 loglambda[259] 2.717487e+00 2.743087e+00 2.788610e+00 loglambda[260] 2.717487e+00 2.743087e+00 2.788610e+00 loglambda[261] 2.717487e+00 2.743087e+00 2.788610e+00 loglambda[262] 2.717487e+00 2.743087e+00 2.788610e+00 y_pred[1] 9.000000e+01 9.625000e+01 1.100000e+02 y_pred[2] 7.900000e+01 8.400000e+01 9.600000e+01 y_pred[3] 1.300000e+01 1.500000e+01 2.100000e+01 y_pred[4] 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[5] 1.500000e+01 1.700000e+01 2.252500e+01 y_pred[6] 1.300000e+01 1.600000e+01 2.000000e+01 y_pred[7] 1.700000e+01 2.000000e+01 2.552500e+01 y_pred[8] 2.300000e+01 2.700000e+01 3.300000e+01 y_pred[9] 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[10] 2.800000e+01 3.100000e+01 3.900000e+01 y_pred[11] 5.800000e+01 6.300000e+01 7.400000e+01 y_pred[12] 2.450000e+01 2.800000e+01 3.500000e+01 y_pred[13] 4.300000e+01 4.700000e+01 5.600000e+01 y_pred[14] 3.500000e+01 3.900000e+01 4.800000e+01 y_pred[15] 3.000000e+01 3.400000e+01 4.100000e+01 y_pred[16] 4.060000e+02 4.232500e+02 4.565750e+02 y_pred[17] 2.200000e+01 2.600000e+01 3.100000e+01 y_pred[18] 3.700000e+01 4.100000e+01 5.000000e+01 y_pred[19] 2.200000e+01 2.500000e+01 3.252500e+01 y_pred[20] 2.390000e+02 2.520000e+02 2.775250e+02 y_pred[21] 2.600000e+01 2.900000e+01 3.600000e+01 y_pred[22] 2.300000e+01 2.600000e+01 3.300000e+01 y_pred[23] 4.200000e+01 4.700000e+01 5.600000e+01 y_pred[24] 4.700000e+01 5.200000e+01 6.100000e+01 y_pred[25] 3.800000e+01 4.200000e+01 5.100000e+01 y_pred[26] 4.300000e+01 4.700000e+01 5.852500e+01 y_pred[27] 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[28] 2.500000e+01 2.900000e+01 3.500000e+01 y_pred[29] 2.600000e+01 2.900000e+01 3.652500e+01 y_pred[30] 3.300000e+01 3.600000e+01 4.400000e+01 y_pred[31] 2.300000e+01 2.600000e+01 3.200000e+01 y_pred[32] 2.300000e+01 2.700000e+01 3.400000e+01 y_pred[33] 3.100000e+01 3.400000e+01 4.200000e+01 y_pred[34] 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[35] 9.100000e+01 9.700000e+01 1.115250e+02 y_pred[36] 2.200000e+01 2.500000e+01 3.100000e+01 y_pred[37] 2.200000e+01 2.500000e+01 3.152500e+01 y_pred[38] 9.800000e+01 1.060000e+02 1.195250e+02 y_pred[39] 5.800000e+01 6.400000e+01 7.600000e+01 y_pred[40] 3.500000e+01 3.900000e+01 4.600000e+01 y_pred[41] 2.400000e+01 2.725000e+01 3.500000e+01 y_pred[42] 3.100000e+01 3.500000e+01 4.200000e+01 y_pred[43] 2.400000e+01 2.800000e+01 3.552500e+01 y_pred[44] 2.500000e+01 2.800000e+01 3.500000e+01 y_pred[45] 2.400000e+01 2.700000e+01 3.400000e+01 y_pred[46] 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[47] 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[48] 2.200000e+01 2.600000e+01 3.300000e+01 y_pred[49] 2.200000e+01 2.500000e+01 3.100000e+01 y_pred[50] 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[51] 2.500000e+01 2.800000e+01 3.500000e+01 y_pred[52] 3.100000e+01 3.500000e+01 4.400000e+01 y_pred[53] 2.300000e+01 2.600000e+01 3.252500e+01 y_pred[54] 2.500000e+01 2.900000e+01 3.552500e+01 y_pred[55] 1.800000e+01 2.025000e+01 2.652500e+01 y_pred[56] 1.410000e+02 1.490000e+02 1.650000e+02 y_pred[57] 4.000000e+01 4.500000e+01 5.200000e+01 y_pred[58] 7.600000e+01 8.200000e+01 9.252500e+01 y_pred[59] 1.700000e+01 2.000000e+01 2.500000e+01 y_pred[60] 1.760000e+02 1.850000e+02 2.040000e+02 y_pred[61] 1.800000e+01 2.100000e+01 2.600000e+01 y_pred[62] 1.100000e+01 1.400000e+01 1.800000e+01 y_pred[63] 8.200000e+01 8.800000e+01 1.005250e+02 y_pred[64] 2.300000e+01 2.600000e+01 3.400000e+01 y_pred[65] 1.300000e+01 1.600000e+01 2.152500e+01 y_pred[66] 4.500000e+01 4.900000e+01 5.852500e+01 y_pred[67] 1.500000e+01 1.700000e+01 2.300000e+01 y_pred[68] 3.800000e+01 4.200000e+01 5.100000e+01 y_pred[69] 1.500000e+01 1.700000e+01 2.252500e+01 y_pred[70] 6.000000e+01 6.500000e+01 7.400000e+01 y_pred[71] 1.700000e+01 2.000000e+01 2.500000e+01 y_pred[72] 9.100000e+01 9.800000e+01 1.125250e+02 y_pred[73] 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[74] 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[75] 1.900000e+01 2.200000e+01 2.800000e+01 y_pred[76] 1.400000e+01 1.625000e+01 2.100000e+01 y_pred[77] 3.700000e+01 4.100000e+01 5.000000e+01 y_pred[78] 4.300000e+01 4.800000e+01 5.800000e+01 y_pred[79] 1.400000e+01 1.700000e+01 2.200000e+01 y_pred[80] 1.500000e+01 1.800000e+01 2.352500e+01 y_pred[81] 1.300000e+01 1.500000e+01 2.100000e+01 y_pred[82] 1.600000e+01 1.800000e+01 2.400000e+01 y_pred[83] 3.700000e+01 4.100000e+01 4.800000e+01 y_pred[84] 1.800000e+01 2.200000e+01 2.700000e+01 y_pred[85] 1.600000e+01 1.800000e+01 2.352500e+01 y_pred[86] 1.300000e+01 1.500000e+01 2.000000e+01 y_pred[87] 1.600000e+01 1.900000e+01 2.400000e+01 y_pred[88] 7.000000e+00 9.000000e+00 1.300000e+01 y_pred[89] 8.000000e+00 9.000000e+00 1.400000e+01 y_pred[90] 9.000000e+00 1.200000e+01 1.600000e+01 y_pred[91] 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[92] 1.200000e+01 1.500000e+01 2.052500e+01 y_pred[93] 1.100000e+01 1.300000e+01 1.800000e+01 y_pred[94] 2.300000e+01 2.600000e+01 3.300000e+01 y_pred[95] 5.500000e+01 6.000000e+01 7.052500e+01 y_pred[96] 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[97] 9.000000e+00 1.100000e+01 1.600000e+01 y_pred[98] 9.000000e+00 1.100000e+01 1.600000e+01 y_pred[99] 7.000000e+00 9.000000e+00 1.300000e+01 y_pred[100] 8.000000e+00 1.000000e+01 1.400000e+01 y_pred[101] 9.000000e+00 1.100000e+01 1.600000e+01 y_pred[102] 8.500000e+00 1.100000e+01 1.600000e+01 y_pred[103] 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[104] 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[105] 9.000000e+00 1.100000e+01 1.600000e+01 y_pred[106] 1.000000e+01 1.200000e+01 1.700000e+01 y_pred[107] 6.000000e+00 7.000000e+00 1.100000e+01 y_pred[108] 7.000000e+00 9.000000e+00 1.300000e+01 y_pred[109] 1.200000e+01 1.400000e+01 1.900000e+01 y_pred[110] 2.100000e+01 2.400000e+01 3.100000e+01 y_pred[111] 7.000000e+00 9.000000e+00 1.200000e+01 y_pred[112] 1.600000e+01 1.900000e+01 2.400000e+01 y_pred[113] 2.000000e+00 3.000000e+00 5.000000e+00 y_pred[114] 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[115] 2.900000e+01 3.300000e+01 4.100000e+01 y_pred[116] 1.700000e+01 2.000000e+01 2.700000e+01 y_pred[117] 9.000000e+00 1.100000e+01 1.552500e+01 y_pred[118] 9.000000e+00 1.200000e+01 1.600000e+01 y_pred[119] 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[120] 9.000000e+00 1.100000e+01 1.600000e+01 y_pred[121] 1.300000e+01 1.500000e+01 2.000000e+01 y_pred[122] 2.700000e+01 3.000000e+01 3.800000e+01 y_pred[123] 1.000000e+01 1.300000e+01 1.752500e+01 y_pred[124] 9.000000e+00 1.100000e+01 1.600000e+01 y_pred[125] 8.000000e+00 1.100000e+01 1.500000e+01 y_pred[126] 1.000000e+01 1.200000e+01 1.700000e+01 y_pred[127] 7.000000e+00 9.000000e+00 1.300000e+01 y_pred[128] 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[129] 1.100000e+01 1.400000e+01 1.800000e+01 y_pred[130] 1.000000e+02 1.072500e+02 1.210000e+02 y_pred[131] 1.700000e+01 2.025000e+01 2.700000e+01 y_pred[132] 7.000000e+00 9.000000e+00 1.300000e+01 y_pred[133] 7.000000e+00 9.000000e+00 1.300000e+01 y_pred[134] 9.000000e+00 1.100000e+01 1.552500e+01 y_pred[135] 9.000000e+00 1.100000e+01 1.600000e+01 y_pred[136] 1.600000e+01 1.825000e+01 2.500000e+01 y_pred[137] 1.400000e+01 1.600000e+01 2.100000e+01 y_pred[138] 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[139] 1.200000e+01 1.500000e+01 1.952500e+01 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1.600000e+01 2.100000e+01 y_pred[160] 2.600000e+01 3.000000e+01 3.700000e+01 y_pred[161] 3.700000e+01 4.100000e+01 4.900000e+01 y_pred[162] 1.400000e+01 1.600000e+01 2.252500e+01 y_pred[163] 8.000000e+00 9.000000e+00 1.400000e+01 y_pred[164] 1.800000e+01 2.000000e+01 2.500000e+01 y_pred[165] 1.200000e+01 1.500000e+01 1.900000e+01 y_pred[166] 1.000000e+01 1.200000e+01 1.700000e+01 y_pred[167] 1.400000e+01 1.700000e+01 2.252500e+01 y_pred[168] 5.000000e+01 5.525000e+01 6.552500e+01 y_pred[169] 2.500000e+01 2.800000e+01 3.652500e+01 y_pred[170] 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[171] 3.400000e+01 3.800000e+01 4.552500e+01 y_pred[172] 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[173] 1.400000e+01 1.600000e+01 2.200000e+01 y_pred[174] 8.000000e+00 1.000000e+01 1.500000e+01 y_pred[175] 2.200000e+01 2.600000e+01 3.200000e+01 y_pred[176] 1.900000e+01 2.200000e+01 2.800000e+01 y_pred[177] 1.000000e+01 1.300000e+01 1.700000e+01 y_pred[178] 1.400000e+01 1.700000e+01 2.300000e+01 y_pred[179] 2.000000e+01 2.400000e+01 3.000000e+01 y_pred[180] 1.900000e+01 2.200000e+01 2.800000e+01 y_pred[181] 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[182] 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[183] 1.000000e+01 1.200000e+01 1.700000e+01 y_pred[184] 1.000000e+01 1.200000e+01 1.700000e+01 y_pred[185] 1.300000e+01 1.500000e+01 2.000000e+01 y_pred[186] 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[187] 1.900000e+01 2.200000e+01 2.800000e+01 y_pred[188] 1.800000e+01 2.100000e+01 2.800000e+01 y_pred[189] 2.200000e+01 2.500000e+01 3.100000e+01 y_pred[190] 1.900000e+01 2.200000e+01 2.700000e+01 y_pred[191] 2.200000e+01 2.500000e+01 3.300000e+01 y_pred[192] 1.300000e+01 1.600000e+01 2.000000e+01 y_pred[193] 1.000000e+01 1.300000e+01 1.700000e+01 y_pred[194] 1.400000e+01 1.600000e+01 2.100000e+01 y_pred[195] 1.500000e+01 1.700000e+01 2.300000e+01 y_pred[196] 1.400000e+01 1.700000e+01 2.300000e+01 y_pred[197] 1.900000e+01 2.200000e+01 2.900000e+01 y_pred[198] 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[199] 1.100000e+01 1.300000e+01 1.800000e+01 y_pred[200] 3.500000e+01 3.900000e+01 4.600000e+01 y_pred[201] 2.800000e+01 3.200000e+01 3.900000e+01 y_pred[202] 3.100000e+01 3.500000e+01 4.300000e+01 y_pred[203] 1.300000e+01 1.600000e+01 2.200000e+01 y_pred[204] 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[205] 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[206] 1.300000e+01 1.500000e+01 1.900000e+01 y_pred[207] 1.850000e+01 2.100000e+01 2.800000e+01 y_pred[208] 1.300000e+01 1.500000e+01 2.000000e+01 y_pred[209] 1.000000e+01 1.200000e+01 1.600000e+01 y_pred[210] 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[211] 1.200000e+01 1.500000e+01 2.000000e+01 y_pred[212] 2.900000e+01 3.300000e+01 4.052500e+01 y_pred[213] 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[214] 1.950000e+01 2.200000e+01 2.800000e+01 y_pred[215] 1.900000e+01 2.200000e+01 2.900000e+01 y_pred[216] 2.700000e+01 3.100000e+01 3.900000e+01 y_pred[217] 9.900000e+01 1.060000e+02 1.200000e+02 y_pred[218] 2.500000e+01 2.900000e+01 3.500000e+01 y_pred[219] 2.200000e+01 2.500000e+01 3.100000e+01 y_pred[220] 2.200000e+01 2.500000e+01 3.252500e+01 y_pred[221] 4.900000e+01 5.300000e+01 6.252500e+01 y_pred[222] 9.600000e+01 1.020000e+02 1.150000e+02 y_pred[223] 8.300000e+01 8.800000e+01 1.000000e+02 y_pred[224] 2.300000e+01 2.500000e+01 3.352500e+01 y_pred[225] 2.500000e+01 2.825000e+01 3.500000e+01 y_pred[226] 2.800000e+01 3.200000e+01 3.900000e+01 y_pred[227] 2.300000e+01 2.700000e+01 3.300000e+01 y_pred[228] 2.500000e+01 2.800000e+01 3.500000e+01 y_pred[229] 2.000000e+01 2.300000e+01 3.052500e+01 y_pred[230] 3.600000e+01 4.000000e+01 4.900000e+01 y_pred[231] 2.200000e+01 2.600000e+01 3.152500e+01 y_pred[232] 3.100000e+01 3.600000e+01 4.252500e+01 y_pred[233] 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[234] 2.300000e+01 2.600000e+01 3.200000e+01 y_pred[235] 2.200000e+01 2.500000e+01 3.100000e+01 y_pred[236] 1.500000e+01 1.800000e+01 2.400000e+01 y_pred[237] 1.500000e+01 1.700000e+01 2.300000e+01 y_pred[238] 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[239] 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[240] 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[241] 2.100000e+01 2.500000e+01 3.100000e+01 y_pred[242] 1.300000e+01 1.500000e+01 2.052500e+01 y_pred[243] 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[244] 1.500000e+01 1.800000e+01 2.352500e+01 y_pred[245] 3.800000e+01 4.300000e+01 5.100000e+01 y_pred[246] 1.500000e+01 1.800000e+01 2.400000e+01 y_pred[247] 2.400000e+01 2.800000e+01 3.400000e+01 y_pred[248] 1.500000e+01 1.800000e+01 2.352500e+01 y_pred[249] 1.500000e+01 1.800000e+01 2.352500e+01 y_pred[250] 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[251] 1.600000e+01 1.800000e+01 2.352500e+01 y_pred[252] 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[253] 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[254] 1.000000e+01 1.300000e+01 1.700000e+01 y_pred[255] 1.700000e+01 2.000000e+01 2.600000e+01 y_pred[256] 1.700000e+01 1.900000e+01 2.552500e+01 y_pred[257] 1.200000e+01 1.400000e+01 1.900000e+01 y_pred[258] 2.200000e+01 2.600000e+01 3.300000e+01 y_pred[259] 1.500000e+01 1.700000e+01 2.400000e+01 y_pred[260] 1.500000e+01 1.800000e+01 2.200000e+01 y_pred[261] 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[262] 1.500000e+01 1.800000e+01 2.400000e+01 lp__ 1.760415e+04 1.760486e+04 1.760565e+04 , , chains = chain:3 stats parameter mean sd 2.5% 25% b0 3.089578e+00 2.279348e-02 3.047009e+00 3.073131e+00 b_roach1 6.983149e-03 9.024446e-05 6.809651e-03 6.920044e-03 b_treatment -5.175002e-01 2.433836e-02 -5.640316e-01 -5.351599e-01 b_senior -3.780332e-01 3.595253e-02 -4.573225e-01 -4.003203e-01 loglambda[1] 4.499744e+00 2.468924e-02 4.454902e+00 4.482434e+00 loglambda[2] 4.374420e+00 2.613588e-02 4.326876e+00 4.355718e+00 loglambda[3] 2.583739e+00 2.151856e-02 2.537348e+00 2.571662e+00 loglambda[4] 2.593027e+00 2.145648e-02 2.546876e+00 2.581039e+00 loglambda[5] 2.719575e+00 2.150311e-02 2.673264e+00 2.707534e+00 loglambda[6] 2.572077e+00 2.159719e-02 2.525279e+00 2.559813e+00 loglambda[7] 2.837754e+00 1.906006e-02 2.795456e+00 2.827385e+00 loglambda[8] 3.156441e+00 1.919484e-02 3.113830e+00 3.145828e+00 loglambda[9] 3.096561e+00 2.273797e-02 3.054067e+00 3.080271e+00 loglambda[10] 3.320873e+00 2.203725e-02 3.279070e+00 3.304858e+00 loglambda[11] 4.054998e+00 1.801809e-02 4.017634e+00 4.042924e+00 loglambda[12] 3.201308e+00 2.193303e-02 3.159575e+00 3.185432e+00 loglambda[13] 3.766943e+00 1.871404e-02 3.730547e+00 3.753694e+00 loglambda[14] 3.550783e+00 1.868871e-02 3.514444e+00 3.537485e+00 loglambda[15] 3.396836e+00 2.058501e-02 3.357400e+00 3.382301e+00 loglambda[16] 6.008851e+00 3.205755e-02 5.942384e+00 5.988138e+00 loglambda[17] 3.122506e+00 2.091681e-02 3.082642e+00 3.107697e+00 loglambda[18] 3.613314e+00 1.936961e-02 3.576279e+00 3.599736e+00 loglambda[19] 3.103544e+00 2.268269e-02 3.061125e+00 3.087420e+00 loglambda[20] 5.481306e+00 2.462605e-02 5.431455e+00 5.465446e+00 loglambda[21] 3.246698e+00 2.160126e-02 3.205193e+00 3.231627e+00 loglambda[22] 3.117510e+00 2.257279e-02 3.075240e+00 3.101624e+00 loglambda[23] 3.745994e+00 1.879243e-02 3.709593e+00 3.732769e+00 loglambda[24] 3.858110e+00 1.807466e-02 3.821321e+00 3.846078e+00 loglambda[25] 3.648230e+00 1.920457e-02 3.611563e+00 3.634650e+00 loglambda[26] 3.752977e+00 1.876590e-02 3.716541e+00 3.739757e+00 loglambda[27] 3.104769e+00 2.103542e-02 3.064505e+00 3.089806e+00 loglambda[28] 3.222257e+00 2.177857e-02 3.180630e+00 3.206705e+00 loglambda[29] 3.264156e+00 2.147656e-02 3.222739e+00 3.249387e+00 loglambda[30] 3.491109e+00 2.001677e-02 3.452566e+00 3.477432e+00 loglambda[31] 3.111295e+00 2.262158e-02 3.068959e+00 3.095354e+00 loglambda[32] 3.162901e+00 2.222199e-02 3.120975e+00 3.147067e+00 loglambda[33] 3.417786e+00 2.045383e-02 3.378525e+00 3.403519e+00 loglambda[34] 3.107943e+00 2.264797e-02 3.065571e+00 3.091923e+00 loglambda[35] 4.514140e+00 1.847159e-02 4.475818e+00 4.502803e+00 loglambda[36] 3.089578e+00 2.279348e-02 3.047009e+00 3.073131e+00 loglambda[37] 3.089578e+00 2.279348e-02 3.047009e+00 3.073131e+00 loglambda[38] 4.586034e+00 1.972295e-02 4.544765e+00 4.573715e+00 loglambda[39] 4.073818e+00 1.932850e-02 4.036900e+00 4.060289e+00 loglambda[40] 3.551000e+00 2.198502e-02 3.509232e+00 3.535023e+00 loglambda[41] 3.193487e+00 2.199127e-02 3.151715e+00 3.177501e+00 loglambda[42] 3.445718e+00 2.028322e-02 3.406686e+00 3.431692e+00 loglambda[43] 3.194325e+00 2.198502e-02 3.152557e+00 3.178348e+00 loglambda[44] 3.233049e+00 2.022053e-02 3.194104e+00 3.219079e+00 loglambda[45] 3.185596e+00 2.205035e-02 3.143784e+00 3.169583e+00 loglambda[46] 3.097748e+00 2.272856e-02 3.055267e+00 3.081487e+00 loglambda[47] 3.096561e+00 2.273797e-02 3.054067e+00 3.080271e+00 loglambda[48] 3.103544e+00 2.268269e-02 3.061125e+00 3.087420e+00 loglambda[49] 3.089578e+00 2.279348e-02 3.047009e+00 3.073131e+00 loglambda[50] 3.103544e+00 2.268269e-02 3.061125e+00 3.087420e+00 loglambda[51] 3.237075e+00 2.268269e-02 3.194656e+00 3.220951e+00 loglambda[52] 3.432603e+00 2.123215e-02 3.391643e+00 3.417956e+00 loglambda[53] 3.138460e+00 2.240966e-02 3.096403e+00 3.122605e+00 loglambda[54] 3.215274e+00 2.182981e-02 3.173612e+00 3.199609e+00 loglambda[55] 2.880400e+00 2.268269e-02 2.837981e+00 2.864276e+00 loglambda[56] 4.947095e+00 2.052582e-02 4.903707e+00 4.934368e+00 loglambda[57] 3.697533e+00 1.890516e-02 3.658486e+00 3.685607e+00 loglambda[58] 4.331831e+00 2.164735e-02 4.290759e+00 4.316645e+00 loglambda[59] 2.829537e+00 2.155566e-02 2.782953e+00 2.817371e+00 loglambda[60] 5.173300e+00 2.889985e-02 5.120157e+00 5.152673e+00 loglambda[61] 2.865370e+00 1.987384e-02 2.821724e+00 2.853818e+00 loglambda[62] 2.445246e+00 2.074966e-02 2.400683e+00 2.433200e+00 loglambda[63] 4.408646e+00 2.218700e-02 4.368409e+00 4.393946e+00 loglambda[64] 3.166179e+00 2.015856e-02 3.122313e+00 3.154551e+00 loglambda[65] 2.584298e+00 2.151481e-02 2.537926e+00 2.572229e+00 loglambda[66] 3.803469e+00 2.003332e-02 3.763486e+00 3.790102e+00 loglambda[67] 2.663766e+00 2.100021e-02 2.618913e+00 2.651619e+00 loglambda[68] 3.647482e+00 1.857024e-02 3.608650e+00 3.635949e+00 loglambda[69] 2.718724e+00 2.066670e-02 2.674253e+00 2.706673e+00 loglambda[70] 4.108370e+00 2.027309e-02 4.068241e+00 4.094840e+00 loglambda[71] 2.839672e+00 2.000208e-02 2.796006e+00 2.828235e+00 loglambda[72] 4.522812e+00 2.753155e-02 4.471899e+00 4.503475e+00 loglambda[73] 2.620959e+00 2.127279e-02 2.575321e+00 2.609051e+00 loglambda[74] 2.600010e+00 2.141014e-02 2.553987e+00 2.587974e+00 loglambda[75] 2.987575e+00 1.933056e-02 2.944673e+00 2.976665e+00 loglambda[76] 2.624451e+00 2.125015e-02 2.578876e+00 2.612511e+00 loglambda[77] 3.611650e+00 1.842598e-02 3.572754e+00 3.600399e+00 loglambda[78] 3.773179e+00 1.886417e-02 3.734043e+00 3.761354e+00 loglambda[79] 2.662858e+00 2.100588e-02 2.617988e+00 2.650719e+00 loglambda[80] 2.697774e+00 2.079160e-02 2.653185e+00 2.685739e+00 loglambda[81] 2.572077e+00 2.159719e-02 2.525279e+00 2.559813e+00 loglambda[82] 2.760622e+00 2.042537e-02 2.716431e+00 2.748820e+00 loglambda[83] 3.605583e+00 1.850295e-02 3.566609e+00 3.594112e+00 loglambda[84] 2.929070e+00 2.023314e-02 2.885110e+00 2.917525e+00 loglambda[85] 2.767606e+00 2.038627e-02 2.723461e+00 2.755860e+00 loglambda[86] 2.572077e+00 2.159719e-02 2.525279e+00 2.559813e+00 loglambda[87] 2.767606e+00 2.038627e-02 2.723461e+00 2.755860e+00 loglambda[88] 1.970901e+00 3.271234e-02 1.897731e+00 1.952997e+00 loglambda[89] 2.068665e+00 3.264352e-02 1.996346e+00 2.050767e+00 loglambda[90] 2.228960e+00 3.268217e-02 2.156105e+00 2.210870e+00 loglambda[91] 2.194044e+00 3.271234e-02 2.120874e+00 2.176140e+00 loglambda[92] 2.542997e+00 3.336036e-02 2.470275e+00 2.522949e+00 loglambda[93] 2.382589e+00 3.262333e-02 2.310778e+00 2.365039e+00 loglambda[94] 3.115820e+00 3.397854e-02 3.043018e+00 3.094928e+00 loglambda[95] 3.995697e+00 3.872846e-02 3.917617e+00 3.971629e+00 loglambda[96] 2.201027e+00 3.270581e-02 2.127920e+00 2.183072e+00 loglambda[97] 2.208010e+00 3.269953e-02 2.134966e+00 2.190031e+00 loglambda[98] 2.235943e+00 3.267689e-02 2.163151e+00 2.217885e+00 loglambda[99] 1.991850e+00 3.269350e-02 1.918869e+00 1.973821e+00 loglambda[100] 2.060843e+00 3.269350e-02 1.987862e+00 2.042814e+00 loglambda[101] 2.194044e+00 3.271234e-02 2.120874e+00 2.176140e+00 loglambda[102] 2.194044e+00 3.271234e-02 2.120874e+00 2.176140e+00 loglambda[103] 2.194044e+00 3.271234e-02 2.120874e+00 2.176140e+00 loglambda[104] 2.202773e+00 3.270422e-02 2.129682e+00 2.184833e+00 loglambda[105] 2.194044e+00 3.271234e-02 2.120874e+00 2.176140e+00 loglambda[106] 2.305775e+00 3.263767e-02 2.233571e+00 2.287911e+00 loglambda[107] 1.752608e+00 3.283528e-02 1.680453e+00 1.734346e+00 loglambda[108] 1.977884e+00 3.270581e-02 1.904777e+00 1.959929e+00 loglambda[109] 2.453272e+00 3.263282e-02 2.381185e+00 2.435456e+00 loglambda[110] 3.057650e+00 3.377606e-02 2.984933e+00 3.037285e+00 loglambda[111] 1.984867e+00 3.269953e-02 1.911823e+00 1.966888e+00 loglambda[112] 2.770154e+00 3.300934e-02 2.697635e+00 2.751293e+00 loglambda[113] 5.846063e-01 3.271234e-02 5.114362e-01 5.667025e-01 loglambda[114] 2.202773e+00 3.270422e-02 2.129682e+00 2.184833e+00 loglambda[115] 3.388163e+00 3.512553e-02 3.314044e+00 3.366252e+00 loglambda[116] 2.835656e+00 3.314897e-02 2.762322e+00 2.816143e+00 loglambda[117] 2.228960e+00 3.268217e-02 2.156105e+00 2.210870e+00 loglambda[118] 2.242926e+00 3.267184e-02 2.170197e+00 2.224901e+00 loglambda[119] 2.194044e+00 3.271234e-02 2.120874e+00 2.176140e+00 loglambda[120] 2.221977e+00 3.268771e-02 2.149059e+00 2.203907e+00 loglambda[121] 2.569388e+00 3.271436e-02 2.497356e+00 2.551540e+00 loglambda[122] 3.291669e+00 3.413549e-02 3.218806e+00 3.270541e+00 loglambda[123] 2.334559e+00 3.270581e-02 2.261452e+00 2.316604e+00 loglambda[124] 2.202773e+00 3.270422e-02 2.129682e+00 2.184833e+00 loglambda[125] 2.166429e+00 3.262352e-02 2.094609e+00 2.148883e+00 loglambda[126] 2.298791e+00 3.264047e-02 2.226530e+00 2.280920e+00 loglambda[127] 1.977046e+00 3.270658e-02 1.903931e+00 1.959100e+00 loglambda[128] 2.194044e+00 3.271234e-02 2.120874e+00 2.176140e+00 loglambda[129] 2.424488e+00 3.262823e-02 2.352627e+00 2.407022e+00 loglambda[130] 4.600785e+00 3.408777e-02 4.527941e+00 4.579717e+00 loglambda[131] 2.861252e+00 3.386724e-02 2.788496e+00 2.840740e+00 loglambda[132] 1.984867e+00 3.269953e-02 1.911823e+00 1.966888e+00 loglambda[133] 1.984867e+00 3.269953e-02 1.911823e+00 1.966888e+00 loglambda[134] 2.194044e+00 3.271234e-02 2.120874e+00 2.176140e+00 loglambda[135] 2.214994e+00 3.269350e-02 2.142012e+00 2.196965e+00 loglambda[136] 2.766583e+00 3.266966e-02 2.694615e+00 2.748989e+00 loglambda[137] 2.668898e+00 3.283528e-02 2.596744e+00 2.650637e+00 loglambda[138] 2.194044e+00 3.271234e-02 2.120874e+00 2.176140e+00 loglambda[139] 2.536218e+00 3.268520e-02 2.464225e+00 2.518477e+00 loglambda[140] 2.383497e+00 3.262334e-02 2.311684e+00 2.365936e+00 loglambda[141] 2.889811e+00 1.975628e-02 2.846164e+00 2.878266e+00 loglambda[142] 1.789318e+00 2.159719e-02 1.742519e+00 1.777053e+00 loglambda[143] 2.600010e+00 2.141014e-02 2.553987e+00 2.587974e+00 loglambda[144] 3.459381e+00 2.159719e-02 3.412582e+00 3.447116e+00 loglambda[145] 2.935736e+00 2.155001e-02 2.889181e+00 2.923583e+00 loglambda[146] 2.572077e+00 2.159719e-02 2.525279e+00 2.559813e+00 loglambda[147] 2.572077e+00 2.159719e-02 2.525279e+00 2.559813e+00 loglambda[148] 2.778932e+00 2.111581e-02 2.733742e+00 2.766831e+00 loglambda[149] 2.572077e+00 2.159719e-02 2.525279e+00 2.559813e+00 loglambda[150] 2.726558e+00 2.145648e-02 2.680407e+00 2.714570e+00 loglambda[151] 2.572077e+00 2.159719e-02 2.525279e+00 2.559813e+00 loglambda[152] 2.572077e+00 2.159719e-02 2.525279e+00 2.559813e+00 loglambda[153] 2.572077e+00 2.159719e-02 2.525279e+00 2.559813e+00 loglambda[154] 2.375121e+00 2.142170e-02 2.329066e+00 2.363096e+00 loglambda[155] 2.705609e+00 2.159719e-02 2.658810e+00 2.693344e+00 loglambda[156] 2.572077e+00 2.159719e-02 2.525279e+00 2.559813e+00 loglambda[157] 2.866434e+00 2.279348e-02 2.823866e+00 2.849987e+00 loglambda[158] 3.547708e+00 2.274462e-02 3.505205e+00 3.531399e+00 loglambda[159] 2.586044e+00 2.150311e-02 2.539733e+00 2.574003e+00 loglambda[160] 3.271244e+00 1.882372e-02 3.230286e+00 3.260814e+00 loglambda[161] 3.615234e+00 2.027092e-02 3.571228e+00 3.603716e+00 loglambda[162] 2.641909e+00 2.113802e-02 2.596655e+00 2.629821e+00 loglambda[163] 2.083899e+00 2.112780e-02 2.038674e+00 2.071805e+00 loglambda[164] 2.866434e+00 2.279348e-02 2.823866e+00 2.849987e+00 loglambda[165] 2.508708e+00 2.100588e-02 2.463838e+00 2.496569e+00 loglambda[166] 2.355917e+00 2.155001e-02 2.309362e+00 2.343764e+00 loglambda[167] 2.650116e+00 2.018637e-02 2.606215e+00 2.638505e+00 loglambda[168] 3.916256e+00 2.279348e-02 3.873688e+00 3.899809e+00 loglambda[169] 3.236541e+00 2.019980e-02 3.197624e+00 3.222566e+00 loglambda[170] 2.606993e+00 2.136407e-02 2.561098e+00 2.594929e+00 loglambda[171] 3.514281e+00 1.860971e-02 3.475391e+00 3.503064e+00 loglambda[172] 2.734994e+00 2.057163e-02 2.690632e+00 2.723029e+00 loglambda[173] 2.642147e+00 2.131829e-02 2.596380e+00 2.630211e+00 loglambda[174] 2.131083e+00 2.113802e-02 2.085829e+00 2.118995e+00 loglambda[175] 3.116242e+00 1.853401e-02 3.076876e+00 3.104864e+00 loglambda[176] 2.956151e+00 1.945947e-02 2.912970e+00 2.944953e+00 loglambda[177] 2.348934e+00 2.159719e-02 2.302135e+00 2.336669e+00 loglambda[178] 2.685554e+00 2.086574e-02 2.640918e+00 2.673557e+00 loglambda[179] 3.022302e+00 2.123750e-02 2.976763e+00 3.010345e+00 loglambda[180] 2.942184e+00 1.951920e-02 2.898880e+00 2.930914e+00 loglambda[181] 2.586044e+00 2.150311e-02 2.539733e+00 2.574003e+00 loglambda[182] 3.081847e+00 1.899075e-02 3.039899e+00 3.071665e+00 loglambda[183] 2.348934e+00 2.159719e-02 2.302135e+00 2.336669e+00 loglambda[184] 2.348934e+00 2.159719e-02 2.302135e+00 2.336669e+00 loglambda[185] 2.572077e+00 2.159719e-02 2.525279e+00 2.559813e+00 loglambda[186] 2.594284e+00 2.144812e-02 2.548156e+00 2.582287e+00 loglambda[187] 2.970343e+00 2.251818e-02 2.928147e+00 2.954434e+00 loglambda[188] 2.887383e+00 2.262762e-02 2.845039e+00 2.871424e+00 loglambda[189] 3.089578e+00 2.279348e-02 3.047009e+00 3.073131e+00 loglambda[190] 2.936266e+00 2.224862e-02 2.894323e+00 2.920397e+00 loglambda[191] 3.096561e+00 2.273797e-02 3.054067e+00 3.080271e+00 loglambda[192] 2.572077e+00 2.159719e-02 2.525279e+00 2.559813e+00 loglambda[193] 2.355917e+00 2.155001e-02 2.309362e+00 2.343764e+00 loglambda[194] 2.655875e+00 2.104963e-02 2.610877e+00 2.643783e+00 loglambda[195] 2.690791e+00 2.083385e-02 2.646175e+00 2.678800e+00 loglambda[196] 2.683808e+00 2.087640e-02 2.639165e+00 2.671797e+00 loglambda[197] 2.946210e+00 2.147976e-02 2.899994e+00 2.934186e+00 loglambda[198] 3.111074e+00 2.159719e-02 3.064275e+00 3.098809e+00 loglambda[199] 2.465358e+00 2.063059e-02 2.420928e+00 2.453246e+00 loglambda[200] 3.557019e+00 1.888446e-02 3.517927e+00 3.545126e+00 loglambda[201] 3.347207e+00 1.843722e-02 3.308145e+00 3.336040e+00 loglambda[202] 3.435527e+00 2.012177e-02 3.391707e+00 3.424011e+00 loglambda[203] 2.572077e+00 2.159719e-02 2.525279e+00 2.559813e+00 loglambda[204] 2.593027e+00 2.145648e-02 2.546876e+00 2.581039e+00 loglambda[205] 2.586742e+00 2.149843e-02 2.540456e+00 2.574706e+00 loglambda[206] 2.572077e+00 2.159719e-02 2.525279e+00 2.559813e+00 loglambda[207] 2.914252e+00 1.964310e-02 2.870592e+00 2.902794e+00 loglambda[208] 2.580806e+00 2.153826e-02 2.534313e+00 2.568682e+00 loglambda[209] 2.355917e+00 2.155001e-02 2.309362e+00 2.343764e+00 loglambda[210] 2.579061e+00 2.155001e-02 2.532506e+00 2.566908e+00 loglambda[211] 2.572077e+00 2.159719e-02 2.525279e+00 2.559813e+00 loglambda[212] 3.398756e+00 2.159719e-02 3.351957e+00 3.386491e+00 loglambda[213] 2.726024e+00 1.948915e-02 2.682781e+00 2.714833e+00 loglambda[214] 2.958082e+00 2.140090e-02 2.912084e+00 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2.955732e+00 2.981782e+00 loglambda[230] 3.579250e+00 2.028322e-02 3.540218e+00 3.565223e+00 loglambda[231] 3.089578e+00 2.279348e-02 3.047009e+00 3.073131e+00 loglambda[232] 3.453236e+00 2.273797e-02 3.410742e+00 3.436946e+00 loglambda[233] 3.089578e+00 2.279348e-02 3.047009e+00 3.073131e+00 loglambda[234] 3.127566e+00 2.249423e-02 3.085403e+00 3.111694e+00 loglambda[235] 3.089578e+00 2.279348e-02 3.047009e+00 3.073131e+00 loglambda[236] 2.732494e+00 3.357357e-02 2.664683e+00 2.710499e+00 loglambda[237] 2.711544e+00 3.361388e-02 2.643760e+00 2.689559e+00 loglambda[238] 2.711544e+00 3.361388e-02 2.643760e+00 2.689559e+00 loglambda[239] 2.711544e+00 3.361388e-02 2.643760e+00 2.689559e+00 loglambda[240] 2.711544e+00 3.361388e-02 2.643760e+00 2.689559e+00 loglambda[241] 3.045841e+00 3.331617e-02 2.977800e+00 3.023565e+00 loglambda[242] 2.557394e+00 3.361388e-02 2.489610e+00 2.535408e+00 loglambda[243] 2.732494e+00 3.357357e-02 2.664683e+00 2.710499e+00 loglambda[244] 2.725511e+00 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1.014800e+01 2.983941e+00 5.000000e+00 8.000000e+00 y_pred[124] 8.992000e+00 2.822742e+00 4.000000e+00 7.000000e+00 y_pred[125] 8.690000e+00 2.958954e+00 3.475000e+00 7.000000e+00 y_pred[126] 1.001200e+01 3.104050e+00 4.000000e+00 8.000000e+00 y_pred[127] 7.448000e+00 2.816231e+00 2.475000e+00 6.000000e+00 y_pred[128] 8.692000e+00 2.938436e+00 3.000000e+00 7.000000e+00 y_pred[129] 1.100400e+01 3.239904e+00 5.000000e+00 9.000000e+00 y_pred[130] 9.911600e+01 1.037718e+01 8.000000e+01 9.200000e+01 y_pred[131] 1.748800e+01 4.206810e+00 9.000000e+00 1.500000e+01 y_pred[132] 7.400000e+00 2.684476e+00 3.000000e+00 5.000000e+00 y_pred[133] 7.376000e+00 2.795398e+00 3.000000e+00 5.000000e+00 y_pred[134] 9.048000e+00 3.127500e+00 3.000000e+00 7.000000e+00 y_pred[135] 9.150000e+00 3.136746e+00 4.000000e+00 7.000000e+00 y_pred[136] 1.559400e+01 3.994129e+00 9.000000e+00 1.200000e+01 y_pred[137] 1.415400e+01 3.770240e+00 7.000000e+00 1.100000e+01 y_pred[138] 8.794000e+00 3.057165e+00 4.000000e+00 7.000000e+00 y_pred[139] 1.294200e+01 3.752172e+00 7.000000e+00 1.000000e+01 y_pred[140] 1.095400e+01 3.402210e+00 5.000000e+00 9.000000e+00 y_pred[141] 1.780800e+01 4.088590e+00 1.000000e+01 1.500000e+01 y_pred[142] 6.134000e+00 2.562260e+00 2.000000e+00 4.000000e+00 y_pred[143] 1.356000e+01 3.661860e+00 7.000000e+00 1.100000e+01 y_pred[144] 3.190800e+01 5.703033e+00 2.147500e+01 2.800000e+01 y_pred[145] 1.887400e+01 4.305252e+00 1.100000e+01 1.600000e+01 y_pred[146] 1.340800e+01 3.656265e+00 7.000000e+00 1.100000e+01 y_pred[147] 1.299000e+01 3.396022e+00 7.000000e+00 1.100000e+01 y_pred[148] 1.639800e+01 4.175940e+00 8.000000e+00 1.400000e+01 y_pred[149] 1.278000e+01 3.864384e+00 6.000000e+00 1.000000e+01 y_pred[150] 1.540000e+01 3.720172e+00 9.000000e+00 1.300000e+01 y_pred[151] 1.324800e+01 3.747878e+00 7.000000e+00 1.100000e+01 y_pred[152] 1.300600e+01 3.618307e+00 6.475000e+00 1.100000e+01 y_pred[153] 1.295800e+01 3.485475e+00 7.000000e+00 1.100000e+01 y_pred[154] 1.092200e+01 3.242367e+00 5.000000e+00 9.000000e+00 y_pred[155] 1.494200e+01 3.780903e+00 8.000000e+00 1.200000e+01 y_pred[156] 1.302600e+01 3.611566e+00 6.000000e+00 1.000000e+01 y_pred[157] 1.732200e+01 4.168581e+00 1.000000e+01 1.500000e+01 y_pred[158] 3.488400e+01 5.857573e+00 2.400000e+01 3.100000e+01 y_pred[159] 1.349600e+01 3.676550e+00 7.000000e+00 1.100000e+01 y_pred[160] 2.662600e+01 5.365417e+00 1.700000e+01 2.300000e+01 y_pred[161] 3.719600e+01 6.173314e+00 2.500000e+01 3.300000e+01 y_pred[162] 1.420400e+01 3.859037e+00 7.000000e+00 1.200000e+01 y_pred[163] 7.860000e+00 2.750187e+00 3.000000e+00 6.000000e+00 y_pred[164] 1.716800e+01 4.208944e+00 1.000000e+01 1.400000e+01 y_pred[165] 1.223800e+01 3.333404e+00 6.000000e+00 1.000000e+01 y_pred[166] 1.081800e+01 3.421153e+00 5.000000e+00 8.000000e+00 y_pred[167] 1.441600e+01 3.861706e+00 7.475000e+00 1.200000e+01 y_pred[168] 4.994400e+01 7.152285e+00 3.700000e+01 4.500000e+01 y_pred[169] 2.534800e+01 5.119308e+00 1.600000e+01 2.175000e+01 y_pred[170] 1.342600e+01 3.732075e+00 7.000000e+00 1.100000e+01 y_pred[171] 3.309200e+01 5.808184e+00 2.200000e+01 2.900000e+01 y_pred[172] 1.549600e+01 3.928467e+00 9.000000e+00 1.300000e+01 y_pred[173] 1.393400e+01 3.669410e+00 8.000000e+00 1.100000e+01 y_pred[174] 8.248000e+00 2.952275e+00 3.000000e+00 6.000000e+00 y_pred[175] 2.264400e+01 5.177536e+00 1.300000e+01 1.900000e+01 y_pred[176] 1.940600e+01 4.560126e+00 1.100000e+01 1.600000e+01 y_pred[177] 1.026200e+01 3.165026e+00 4.000000e+00 8.000000e+00 y_pred[178] 1.460400e+01 3.805805e+00 8.000000e+00 1.200000e+01 y_pred[179] 2.029400e+01 4.407086e+00 1.200000e+01 1.700000e+01 y_pred[180] 1.861400e+01 4.223824e+00 1.100000e+01 1.600000e+01 y_pred[181] 1.344200e+01 3.673912e+00 6.475000e+00 1.100000e+01 y_pred[182] 2.168200e+01 4.857991e+00 1.300000e+01 1.800000e+01 y_pred[183] 1.055600e+01 3.147487e+00 5.000000e+00 8.000000e+00 y_pred[184] 1.055400e+01 3.284000e+00 4.000000e+00 8.000000e+00 y_pred[185] 1.281400e+01 3.316837e+00 7.000000e+00 1.100000e+01 y_pred[186] 1.349800e+01 3.735492e+00 7.000000e+00 1.100000e+01 y_pred[187] 1.944400e+01 4.523692e+00 1.100000e+01 1.600000e+01 y_pred[188] 1.771200e+01 4.305593e+00 1.000000e+01 1.500000e+01 y_pred[189] 2.190800e+01 4.667237e+00 1.300000e+01 1.900000e+01 y_pred[190] 1.910400e+01 4.308865e+00 1.147500e+01 1.600000e+01 y_pred[191] 2.183200e+01 4.698929e+00 1.400000e+01 1.800000e+01 y_pred[192] 1.304800e+01 3.760582e+00 7.000000e+00 1.000000e+01 y_pred[193] 1.085600e+01 3.452405e+00 4.000000e+00 8.000000e+00 y_pred[194] 1.421800e+01 4.071810e+00 7.000000e+00 1.100000e+01 y_pred[195] 1.499800e+01 3.790876e+00 8.475000e+00 1.200000e+01 y_pred[196] 1.472000e+01 3.998196e+00 7.475000e+00 1.200000e+01 y_pred[197] 1.883600e+01 4.417707e+00 1.100000e+01 1.600000e+01 y_pred[198] 2.253200e+01 4.603843e+00 1.400000e+01 1.900000e+01 y_pred[199] 1.192400e+01 3.538257e+00 6.000000e+00 9.000000e+00 y_pred[200] 3.531200e+01 5.841481e+00 2.500000e+01 3.100000e+01 y_pred[201] 2.863400e+01 5.318328e+00 1.800000e+01 2.500000e+01 y_pred[202] 3.110800e+01 5.569414e+00 2.100000e+01 2.700000e+01 y_pred[203] 1.310800e+01 3.693185e+00 6.000000e+00 1.100000e+01 y_pred[204] 1.352800e+01 3.672082e+00 7.000000e+00 1.100000e+01 y_pred[205] 1.333200e+01 3.711243e+00 7.000000e+00 1.100000e+01 y_pred[206] 1.316200e+01 3.536208e+00 7.000000e+00 1.100000e+01 y_pred[207] 1.827600e+01 4.376085e+00 1.000000e+01 1.500000e+01 y_pred[208] 1.317000e+01 3.607093e+00 7.000000e+00 1.075000e+01 y_pred[209] 1.033200e+01 3.249445e+00 5.000000e+00 8.000000e+00 y_pred[210] 1.313600e+01 3.643082e+00 6.000000e+00 1.100000e+01 y_pred[211] 1.301800e+01 3.623802e+00 6.475000e+00 1.100000e+01 y_pred[212] 2.995000e+01 5.728974e+00 1.900000e+01 2.600000e+01 y_pred[213] 1.531400e+01 3.912803e+00 8.000000e+00 1.300000e+01 y_pred[214] 1.941000e+01 4.646405e+00 1.100000e+01 1.600000e+01 y_pred[215] 1.943400e+01 4.300539e+00 1.200000e+01 1.600000e+01 y_pred[216] 2.784000e+01 5.258298e+00 1.800000e+01 2.400000e+01 y_pred[217] 9.795800e+01 9.669086e+00 7.800000e+01 9.200000e+01 y_pred[218] 2.499200e+01 5.021790e+00 1.500000e+01 2.100000e+01 y_pred[219] 2.236600e+01 4.792701e+00 1.347500e+01 1.900000e+01 y_pred[220] 2.217600e+01 4.854292e+00 1.300000e+01 1.900000e+01 y_pred[221] 4.980800e+01 7.442171e+00 3.647500e+01 4.500000e+01 y_pred[222] 9.481800e+01 1.020339e+01 7.447500e+01 8.775000e+01 y_pred[223] 8.319800e+01 9.222848e+00 6.500000e+01 7.700000e+01 y_pred[224] 2.274800e+01 4.549934e+00 1.400000e+01 2.000000e+01 y_pred[225] 2.593400e+01 5.421109e+00 1.500000e+01 2.200000e+01 y_pred[226] 2.816800e+01 5.239339e+00 1.800000e+01 2.500000e+01 y_pred[227] 2.312200e+01 4.948544e+00 1.400000e+01 2.000000e+01 y_pred[228] 2.520000e+01 5.046874e+00 1.600000e+01 2.200000e+01 y_pred[229] 1.978200e+01 4.294574e+00 1.200000e+01 1.700000e+01 y_pred[230] 3.624800e+01 6.235725e+00 2.500000e+01 3.200000e+01 y_pred[231] 2.160200e+01 4.304958e+00 1.400000e+01 1.900000e+01 y_pred[232] 3.175600e+01 5.688689e+00 2.200000e+01 2.800000e+01 y_pred[233] 2.173600e+01 4.506764e+00 1.400000e+01 1.800000e+01 y_pred[234] 2.278800e+01 4.920516e+00 1.400000e+01 1.900000e+01 y_pred[235] 2.215400e+01 4.714524e+00 1.400000e+01 1.900000e+01 y_pred[236] 1.542200e+01 3.885629e+00 9.000000e+00 1.200000e+01 y_pred[237] 1.513800e+01 3.931140e+00 8.000000e+00 1.275000e+01 y_pred[238] 1.514600e+01 4.006093e+00 8.000000e+00 1.200000e+01 y_pred[239] 1.518400e+01 3.969087e+00 8.000000e+00 1.200000e+01 y_pred[240] 1.484200e+01 3.588704e+00 8.000000e+00 1.200000e+01 y_pred[241] 2.106800e+01 4.605845e+00 1.200000e+01 1.800000e+01 y_pred[242] 1.300400e+01 3.721247e+00 7.000000e+00 1.000000e+01 y_pred[243] 1.537200e+01 4.014205e+00 8.000000e+00 1.300000e+01 y_pred[244] 1.558200e+01 3.977804e+00 8.000000e+00 1.300000e+01 y_pred[245] 3.858400e+01 6.718126e+00 2.500000e+01 3.400000e+01 y_pred[246] 1.497600e+01 4.050214e+00 8.000000e+00 1.200000e+01 y_pred[247] 2.401400e+01 5.100376e+00 1.400000e+01 2.075000e+01 y_pred[248] 1.527800e+01 4.062231e+00 8.000000e+00 1.200000e+01 y_pred[249] 1.515000e+01 3.938340e+00 8.000000e+00 1.200000e+01 y_pred[250] 8.976000e+00 2.969353e+00 4.000000e+00 7.000000e+00 y_pred[251] 1.541000e+01 3.980149e+00 9.000000e+00 1.300000e+01 y_pred[252] 1.510400e+01 3.756249e+00 8.000000e+00 1.300000e+01 y_pred[253] 1.503200e+01 4.157589e+00 8.000000e+00 1.200000e+01 y_pred[254] 1.042800e+01 3.210207e+00 5.000000e+00 8.000000e+00 y_pred[255] 1.690800e+01 4.125722e+00 9.000000e+00 1.400000e+01 y_pred[256] 1.653200e+01 4.153972e+00 9.000000e+00 1.400000e+01 y_pred[257] 1.196200e+01 3.629725e+00 5.000000e+00 9.750000e+00 y_pred[258] 2.245400e+01 4.826020e+00 1.400000e+01 1.900000e+01 y_pred[259] 1.485200e+01 4.023739e+00 7.475000e+00 1.200000e+01 y_pred[260] 1.525600e+01 3.711876e+00 8.000000e+00 1.300000e+01 y_pred[261] 1.505600e+01 3.817592e+00 8.000000e+00 1.200000e+01 y_pred[262] 1.503200e+01 4.105690e+00 8.000000e+00 1.200000e+01 lp__ 1.760390e+04 1.408567e+00 1.760099e+04 1.760311e+04 stats parameter 50% 75% 97.5% b0 3.090198e+00 3.105318e+00 3.134017e+00 b_roach1 6.979647e-03 7.046543e-03 7.156219e-03 b_treatment -5.170695e-01 -4.999763e-01 -4.694723e-01 b_senior -3.777426e-01 -3.556960e-01 -3.016414e-01 loglambda[1] 4.499010e+00 4.517163e+00 4.551414e+00 loglambda[2] 4.373461e+00 4.392509e+00 4.429922e+00 loglambda[3] 2.585182e+00 2.599004e+00 2.622582e+00 loglambda[4] 2.594432e+00 2.608194e+00 2.631725e+00 loglambda[5] 2.721011e+00 2.734815e+00 2.758364e+00 loglambda[6] 2.573528e+00 2.587429e+00 2.611192e+00 loglambda[7] 2.838248e+00 2.849482e+00 2.874144e+00 loglambda[8] 3.157007e+00 3.168584e+00 3.193333e+00 loglambda[9] 3.097283e+00 3.112306e+00 3.140899e+00 loglambda[10] 3.321391e+00 3.336290e+00 3.363946e+00 loglambda[11] 4.054720e+00 4.068520e+00 4.087958e+00 loglambda[12] 3.201819e+00 3.216558e+00 3.244186e+00 loglambda[13] 3.767200e+00 3.780756e+00 3.802459e+00 loglambda[14] 3.551084e+00 3.564554e+00 3.586136e+00 loglambda[15] 3.397464e+00 3.412054e+00 3.436584e+00 loglambda[16] 6.009060e+00 6.030699e+00 6.068653e+00 loglambda[17] 3.123282e+00 3.137739e+00 3.162761e+00 loglambda[18] 3.613378e+00 3.627124e+00 3.650520e+00 loglambda[19] 3.104278e+00 3.119294e+00 3.147784e+00 loglambda[20] 5.482144e+00 5.498785e+00 5.527950e+00 loglambda[21] 3.247064e+00 3.262076e+00 3.288945e+00 loglambda[22] 3.118246e+00 3.133161e+00 3.161556e+00 loglambda[23] 3.746122e+00 3.759720e+00 3.781903e+00 loglambda[24] 3.857926e+00 3.871705e+00 3.891326e+00 loglambda[25] 3.648410e+00 3.661995e+00 3.684940e+00 loglambda[26] 3.753121e+00 3.766692e+00 3.788780e+00 loglambda[27] 3.105689e+00 3.120007e+00 3.145267e+00 loglambda[28] 3.222593e+00 3.237447e+00 3.264844e+00 loglambda[29] 3.264579e+00 3.279318e+00 3.305981e+00 loglambda[30] 3.491686e+00 3.506018e+00 3.529392e+00 loglambda[31] 3.112030e+00 3.127001e+00 3.155428e+00 loglambda[32] 3.163595e+00 3.178533e+00 3.206314e+00 loglambda[33] 3.418122e+00 3.433030e+00 3.457203e+00 loglambda[34] 3.108678e+00 3.123679e+00 3.152122e+00 loglambda[35] 4.514460e+00 4.527513e+00 4.547081e+00 loglambda[36] 3.090198e+00 3.105318e+00 3.134017e+00 loglambda[37] 3.090198e+00 3.105318e+00 3.134017e+00 loglambda[38] 4.586575e+00 4.599700e+00 4.621372e+00 loglambda[39] 4.073867e+00 4.087600e+00 4.110903e+00 loglambda[40] 3.551539e+00 3.566341e+00 3.593975e+00 loglambda[41] 3.194023e+00 3.208837e+00 3.236474e+00 loglambda[42] 3.445979e+00 3.460865e+00 3.484704e+00 loglambda[43] 3.194864e+00 3.209666e+00 3.237300e+00 loglambda[44] 3.233422e+00 3.248154e+00 3.271873e+00 loglambda[45] 3.186109e+00 3.201032e+00 3.228693e+00 loglambda[46] 3.098480e+00 3.113494e+00 3.142069e+00 loglambda[47] 3.097283e+00 3.112306e+00 3.140899e+00 loglambda[48] 3.104278e+00 3.119294e+00 3.147784e+00 loglambda[49] 3.090198e+00 3.105318e+00 3.134017e+00 loglambda[50] 3.104278e+00 3.119294e+00 3.147784e+00 loglambda[51] 3.237809e+00 3.252826e+00 3.281316e+00 loglambda[52] 3.433192e+00 3.447844e+00 3.473621e+00 loglambda[53] 3.139114e+00 3.154141e+00 3.182214e+00 loglambda[54] 3.215628e+00 3.230465e+00 3.257958e+00 loglambda[55] 2.881134e+00 2.896151e+00 2.924641e+00 loglambda[56] 4.948155e+00 4.961771e+00 4.984647e+00 loglambda[57] 3.696725e+00 3.709518e+00 3.735878e+00 loglambda[58] 4.330697e+00 4.346366e+00 4.377913e+00 loglambda[59] 2.830993e+00 2.844846e+00 2.868508e+00 loglambda[60] 5.172077e+00 5.192654e+00 5.233886e+00 loglambda[61] 2.866221e+00 2.878449e+00 2.901930e+00 loglambda[62] 2.446263e+00 2.459503e+00 2.481855e+00 loglambda[63] 4.407670e+00 4.423607e+00 4.456148e+00 loglambda[64] 3.166889e+00 3.179615e+00 3.202535e+00 loglambda[65] 2.585739e+00 2.599556e+00 2.623128e+00 loglambda[66] 3.802418e+00 3.816633e+00 3.845172e+00 loglambda[67] 2.664901e+00 2.678275e+00 2.701221e+00 loglambda[68] 3.646141e+00 3.659140e+00 3.684272e+00 loglambda[69] 2.719819e+00 2.732740e+00 2.755228e+00 loglambda[70] 4.107480e+00 4.121816e+00 4.150315e+00 loglambda[71] 2.840503e+00 2.852662e+00 2.876059e+00 loglambda[72] 4.521935e+00 4.541290e+00 4.580765e+00 loglambda[73] 2.622249e+00 2.635819e+00 2.659335e+00 loglambda[74] 2.601305e+00 2.615103e+00 2.638624e+00 loglambda[75] 2.988161e+00 3.000055e+00 3.024395e+00 loglambda[76] 2.625714e+00 2.639315e+00 2.662769e+00 loglambda[77] 3.611347e+00 3.622835e+00 3.647346e+00 loglambda[78] 3.772294e+00 3.785202e+00 3.811272e+00 loglambda[79] 2.663995e+00 2.677383e+00 2.700333e+00 loglambda[80] 2.698796e+00 2.712042e+00 2.734553e+00 loglambda[81] 2.573528e+00 2.587429e+00 2.611192e+00 loglambda[82] 2.761600e+00 2.774283e+00 2.796997e+00 loglambda[83] 3.604235e+00 3.617294e+00 3.642271e+00 loglambda[84] 2.929708e+00 2.942695e+00 2.965371e+00 loglambda[85] 2.768473e+00 2.781259e+00 2.803958e+00 loglambda[86] 2.573528e+00 2.587429e+00 2.611192e+00 loglambda[87] 2.768473e+00 2.781259e+00 2.803958e+00 loglambda[88] 1.971787e+00 1.993325e+00 2.029252e+00 loglambda[89] 2.069419e+00 2.090432e+00 2.126400e+00 loglambda[90] 2.229816e+00 2.251159e+00 2.287099e+00 loglambda[91] 2.194930e+00 2.216469e+00 2.252396e+00 loglambda[92] 2.542931e+00 2.565685e+00 2.603222e+00 loglambda[93] 2.383052e+00 2.404835e+00 2.440221e+00 loglambda[94] 3.115674e+00 3.138851e+00 3.177475e+00 loglambda[95] 3.995880e+00 4.020800e+00 4.068604e+00 loglambda[96] 2.201844e+00 2.223490e+00 2.259347e+00 loglambda[97] 2.208862e+00 2.230461e+00 2.266285e+00 loglambda[98] 2.236877e+00 2.257985e+00 2.294037e+00 loglambda[99] 1.992660e+00 2.014269e+00 2.050079e+00 loglambda[100] 2.061653e+00 2.083261e+00 2.119072e+00 loglambda[101] 2.194930e+00 2.216469e+00 2.252396e+00 loglambda[102] 2.194930e+00 2.216469e+00 2.252396e+00 loglambda[103] 2.194930e+00 2.216469e+00 2.252396e+00 loglambda[104] 2.203598e+00 2.225241e+00 2.261081e+00 loglambda[105] 2.194930e+00 2.216469e+00 2.252396e+00 loglambda[106] 2.306523e+00 2.327635e+00 2.363421e+00 loglambda[107] 1.752072e+00 1.774728e+00 1.811956e+00 loglambda[108] 1.978700e+00 2.000347e+00 2.036203e+00 loglambda[109] 2.453941e+00 2.475104e+00 2.510830e+00 loglambda[110] 3.057461e+00 3.080286e+00 3.118479e+00 loglambda[111] 1.985718e+00 2.007317e+00 2.043141e+00 loglambda[112] 2.770401e+00 2.793259e+00 2.829857e+00 loglambda[113] 5.854924e-01 6.070307e-01 6.429577e-01 loglambda[114] 2.203598e+00 2.225241e+00 2.261081e+00 loglambda[115] 3.387772e+00 3.412871e+00 3.452468e+00 loglambda[116] 2.836006e+00 2.857864e+00 2.895693e+00 loglambda[117] 2.229816e+00 2.251159e+00 2.287099e+00 loglambda[118] 2.243848e+00 2.264811e+00 2.300975e+00 loglambda[119] 2.194930e+00 2.216469e+00 2.252396e+00 loglambda[120] 2.222755e+00 2.244307e+00 2.280161e+00 loglambda[121] 2.569241e+00 2.591176e+00 2.628004e+00 loglambda[122] 3.291439e+00 3.314699e+00 3.354007e+00 loglambda[123] 2.335375e+00 2.357022e+00 2.392878e+00 loglambda[124] 2.203598e+00 2.225241e+00 2.261081e+00 loglambda[125] 2.166857e+00 2.188628e+00 2.224098e+00 loglambda[126] 2.299543e+00 2.320571e+00 2.356482e+00 loglambda[127] 1.977858e+00 1.999504e+00 2.035371e+00 loglambda[128] 2.194930e+00 2.216469e+00 2.252396e+00 loglambda[129] 2.424697e+00 2.446602e+00 2.482148e+00 loglambda[130] 4.600570e+00 4.623960e+00 4.662920e+00 loglambda[131] 2.861070e+00 2.883985e+00 2.922449e+00 loglambda[132] 1.985718e+00 2.007317e+00 2.043141e+00 loglambda[133] 1.985718e+00 2.007317e+00 2.043141e+00 loglambda[134] 2.194930e+00 2.216469e+00 2.252396e+00 loglambda[135] 2.215804e+00 2.237412e+00 2.273223e+00 loglambda[136] 2.766477e+00 2.788351e+00 2.824663e+00 loglambda[137] 2.668363e+00 2.691019e+00 2.728247e+00 loglambda[138] 2.194930e+00 2.216469e+00 2.252396e+00 loglambda[139] 2.536069e+00 2.558118e+00 2.594398e+00 loglambda[140] 2.383954e+00 2.405739e+00 2.441134e+00 loglambda[141] 2.890642e+00 2.902824e+00 2.926534e+00 loglambda[142] 1.790769e+00 1.804669e+00 1.828432e+00 loglambda[143] 2.601305e+00 2.615103e+00 2.638624e+00 loglambda[144] 3.460831e+00 3.474732e+00 3.498495e+00 loglambda[145] 2.937191e+00 2.951039e+00 2.974687e+00 loglambda[146] 2.573528e+00 2.587429e+00 2.611192e+00 loglambda[147] 2.573528e+00 2.587429e+00 2.611192e+00 loglambda[148] 2.780112e+00 2.793737e+00 2.816790e+00 loglambda[149] 2.573528e+00 2.587429e+00 2.611192e+00 loglambda[150] 2.727963e+00 2.741725e+00 2.765256e+00 loglambda[151] 2.573528e+00 2.587429e+00 2.611192e+00 loglambda[152] 2.573528e+00 2.587429e+00 2.611192e+00 loglambda[153] 2.573528e+00 2.587429e+00 2.611192e+00 loglambda[154] 2.376442e+00 2.390232e+00 2.413755e+00 loglambda[155] 2.707060e+00 2.720960e+00 2.744723e+00 loglambda[156] 2.573528e+00 2.587429e+00 2.611192e+00 loglambda[157] 2.867054e+00 2.882174e+00 2.910873e+00 loglambda[158] 3.548418e+00 3.563452e+00 3.592058e+00 loglambda[159] 2.587480e+00 2.601284e+00 2.624833e+00 loglambda[160] 3.271248e+00 3.282388e+00 3.306654e+00 loglambda[161] 3.615903e+00 3.628937e+00 3.651521e+00 loglambda[162] 2.643079e+00 2.656758e+00 2.679844e+00 loglambda[163] 2.085087e+00 2.098728e+00 2.121799e+00 loglambda[164] 2.867054e+00 2.882174e+00 2.910873e+00 loglambda[165] 2.509844e+00 2.523232e+00 2.546182e+00 loglambda[166] 2.357373e+00 2.371221e+00 2.394869e+00 loglambda[167] 2.650787e+00 2.663617e+00 2.686452e+00 loglambda[168] 3.916876e+00 3.931996e+00 3.960696e+00 loglambda[169] 3.236977e+00 3.251650e+00 3.275310e+00 loglambda[170] 2.608305e+00 2.622013e+00 2.645527e+00 loglambda[171] 3.513028e+00 3.525998e+00 3.551453e+00 loglambda[172] 2.736068e+00 2.748821e+00 2.771449e+00 loglambda[173] 2.643453e+00 2.657092e+00 2.680602e+00 loglambda[174] 2.132253e+00 2.145932e+00 2.169018e+00 loglambda[175] 3.116400e+00 3.127538e+00 3.151732e+00 loglambda[176] 2.956682e+00 2.968682e+00 2.993213e+00 loglambda[177] 2.350385e+00 2.364285e+00 2.388048e+00 loglambda[178] 2.686663e+00 2.699746e+00 2.722530e+00 loglambda[179] 3.023550e+00 3.037169e+00 3.060577e+00 loglambda[180] 2.942821e+00 2.954755e+00 2.979259e+00 loglambda[181] 2.587480e+00 2.601284e+00 2.624833e+00 loglambda[182] 3.082353e+00 3.093319e+00 3.117959e+00 loglambda[183] 2.350385e+00 2.364285e+00 2.388048e+00 loglambda[184] 2.350385e+00 2.364285e+00 2.388048e+00 loglambda[185] 2.573528e+00 2.587429e+00 2.611192e+00 loglambda[186] 2.595669e+00 2.609437e+00 2.632967e+00 loglambda[187] 2.971080e+00 2.985936e+00 3.014291e+00 loglambda[188] 2.888118e+00 2.903096e+00 2.931527e+00 loglambda[189] 3.090198e+00 3.105318e+00 3.134017e+00 loglambda[190] 2.936947e+00 2.951922e+00 2.979728e+00 loglambda[191] 3.097283e+00 3.112306e+00 3.140899e+00 loglambda[192] 2.573528e+00 2.587429e+00 2.611192e+00 loglambda[193] 2.357373e+00 2.371221e+00 2.394869e+00 loglambda[194] 2.657021e+00 2.670522e+00 2.693503e+00 loglambda[195] 2.691877e+00 2.705008e+00 2.727658e+00 loglambda[196] 2.684926e+00 2.698019e+00 2.720822e+00 loglambda[197] 2.947637e+00 2.961414e+00 2.984951e+00 loglambda[198] 3.112525e+00 3.126425e+00 3.150188e+00 loglambda[199] 2.466417e+00 2.479263e+00 2.501843e+00 loglambda[200] 3.556121e+00 3.569035e+00 3.595235e+00 loglambda[201] 3.347045e+00 3.358367e+00 3.382867e+00 loglambda[202] 3.436300e+00 3.448861e+00 3.471858e+00 loglambda[203] 2.573528e+00 2.587429e+00 2.611192e+00 loglambda[204] 2.594432e+00 2.608194e+00 2.631725e+00 loglambda[205] 2.588176e+00 2.601975e+00 2.625517e+00 loglambda[206] 2.573528e+00 2.587429e+00 2.611192e+00 loglambda[207] 2.914967e+00 2.927141e+00 2.951139e+00 loglambda[208] 2.582257e+00 2.596098e+00 2.619717e+00 loglambda[209] 2.357373e+00 2.371221e+00 2.394869e+00 loglambda[210] 2.580516e+00 2.594364e+00 2.618012e+00 loglambda[211] 2.573528e+00 2.587429e+00 2.611192e+00 loglambda[212] 3.400207e+00 3.414107e+00 3.437870e+00 loglambda[213] 2.726606e+00 2.738534e+00 2.763139e+00 loglambda[214] 2.959382e+00 2.973160e+00 2.996679e+00 loglambda[215] 2.958836e+00 2.970837e+00 2.995127e+00 loglambda[216] 3.321269e+00 3.334271e+00 3.356878e+00 loglambda[217] 4.592082e+00 4.605062e+00 4.624071e+00 loglambda[218] 3.223729e+00 3.238849e+00 3.267548e+00 loglambda[219] 3.104278e+00 3.119294e+00 3.147784e+00 loglambda[220] 3.100785e+00 3.115800e+00 3.144341e+00 loglambda[221] 3.895449e+00 3.909022e+00 3.930875e+00 loglambda[222] 4.553254e+00 4.566070e+00 4.587799e+00 loglambda[223] 4.423584e+00 4.437311e+00 4.456854e+00 loglambda[224] 3.126015e+00 3.140852e+00 3.168346e+00 loglambda[225] 3.244793e+00 3.259771e+00 3.288201e+00 loglambda[226] 3.345338e+00 3.360406e+00 3.389048e+00 loglambda[227] 3.151529e+00 3.165060e+00 3.187882e+00 loglambda[228] 3.222593e+00 3.237447e+00 3.264844e+00 loglambda[229] 2.997708e+00 3.012582e+00 3.039979e+00 loglambda[230] 3.579511e+00 3.594396e+00 3.618235e+00 loglambda[231] 3.090198e+00 3.105318e+00 3.134017e+00 loglambda[232] 3.453958e+00 3.468981e+00 3.497574e+00 loglambda[233] 3.090198e+00 3.105318e+00 3.134017e+00 loglambda[234] 3.128304e+00 3.143182e+00 3.171472e+00 loglambda[235] 3.090198e+00 3.105318e+00 3.134017e+00 loglambda[236] 2.730898e+00 2.753827e+00 2.802634e+00 loglambda[237] 2.709922e+00 2.732595e+00 2.781877e+00 loglambda[238] 2.709922e+00 2.732595e+00 2.781877e+00 loglambda[239] 2.709922e+00 2.732595e+00 2.781877e+00 loglambda[240] 2.709922e+00 2.732595e+00 2.781877e+00 loglambda[241] 3.044643e+00 3.065817e+00 3.114364e+00 loglambda[242] 2.555771e+00 2.578445e+00 2.627726e+00 loglambda[243] 2.730898e+00 2.753827e+00 2.802634e+00 loglambda[244] 2.723906e+00 2.746805e+00 2.795715e+00 loglambda[245] 3.653433e+00 3.675541e+00 3.723655e+00 loglambda[246] 2.709922e+00 2.732595e+00 2.781877e+00 loglambda[247] 3.187093e+00 3.208345e+00 3.256325e+00 loglambda[248] 2.716914e+00 2.739725e+00 2.788796e+00 loglambda[249] 2.709922e+00 2.732595e+00 2.781877e+00 loglambda[250] 2.199096e+00 2.221770e+00 2.271051e+00 loglambda[251] 2.738093e+00 2.760766e+00 2.810048e+00 loglambda[252] 2.716914e+00 2.739725e+00 2.788796e+00 loglambda[253] 2.716914e+00 2.739725e+00 2.788796e+00 loglambda[254] 2.350108e+00 2.373035e+00 2.421881e+00 loglambda[255] 2.845796e+00 2.866692e+00 2.913897e+00 loglambda[256] 2.801913e+00 2.823868e+00 2.872725e+00 loglambda[257] 2.486778e+00 2.509452e+00 2.558733e+00 loglambda[258] 3.105817e+00 3.128491e+00 3.177773e+00 loglambda[259] 2.709922e+00 2.732595e+00 2.781877e+00 loglambda[260] 2.709922e+00 2.732595e+00 2.781877e+00 loglambda[261] 2.709922e+00 2.732595e+00 2.781877e+00 loglambda[262] 2.709922e+00 2.732595e+00 2.781877e+00 y_pred[1] 9.000000e+01 9.700000e+01 1.110000e+02 y_pred[2] 7.850000e+01 8.600000e+01 9.900000e+01 y_pred[3] 1.300000e+01 1.600000e+01 2.000000e+01 y_pred[4] 1.300000e+01 1.525000e+01 2.100000e+01 y_pred[5] 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[6] 1.300000e+01 1.600000e+01 2.000000e+01 y_pred[7] 1.700000e+01 2.000000e+01 2.600000e+01 y_pred[8] 2.300000e+01 2.700000e+01 3.400000e+01 y_pred[9] 2.100000e+01 2.500000e+01 3.200000e+01 y_pred[10] 2.800000e+01 3.200000e+01 3.900000e+01 y_pred[11] 5.700000e+01 6.300000e+01 7.300000e+01 y_pred[12] 2.400000e+01 2.800000e+01 3.500000e+01 y_pred[13] 4.300000e+01 4.700000e+01 5.600000e+01 y_pred[14] 3.500000e+01 3.900000e+01 4.700000e+01 y_pred[15] 2.900000e+01 3.300000e+01 4.052500e+01 y_pred[16] 4.090000e+02 4.230000e+02 4.510500e+02 y_pred[17] 2.200000e+01 2.600000e+01 3.200000e+01 y_pred[18] 3.700000e+01 4.100000e+01 4.900000e+01 y_pred[19] 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[20] 2.415000e+02 2.530000e+02 2.725250e+02 y_pred[21] 2.500000e+01 2.900000e+01 3.600000e+01 y_pred[22] 2.200000e+01 2.600000e+01 3.100000e+01 y_pred[23] 4.200000e+01 4.600000e+01 5.600000e+01 y_pred[24] 4.700000e+01 5.200000e+01 6.000000e+01 y_pred[25] 3.800000e+01 4.300000e+01 5.100000e+01 y_pred[26] 4.300000e+01 4.700000e+01 5.600000e+01 y_pred[27] 2.300000e+01 2.525000e+01 3.300000e+01 y_pred[28] 2.500000e+01 2.900000e+01 3.600000e+01 y_pred[29] 2.600000e+01 2.900000e+01 3.600000e+01 y_pred[30] 3.300000e+01 3.700000e+01 4.500000e+01 y_pred[31] 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[32] 2.300000e+01 2.700000e+01 3.300000e+01 y_pred[33] 3.000000e+01 3.400000e+01 4.152500e+01 y_pred[34] 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[35] 9.050000e+01 9.725000e+01 1.110000e+02 y_pred[36] 2.200000e+01 2.500000e+01 3.252500e+01 y_pred[37] 2.200000e+01 2.500000e+01 3.252500e+01 y_pred[38] 9.850000e+01 1.060000e+02 1.190000e+02 y_pred[39] 5.900000e+01 6.400000e+01 7.300000e+01 y_pred[40] 3.500000e+01 3.900000e+01 4.700000e+01 y_pred[41] 2.400000e+01 2.800000e+01 3.400000e+01 y_pred[42] 3.100000e+01 3.500000e+01 4.200000e+01 y_pred[43] 2.500000e+01 2.800000e+01 3.400000e+01 y_pred[44] 2.500000e+01 2.800000e+01 3.600000e+01 y_pred[45] 2.300000e+01 2.700000e+01 3.500000e+01 y_pred[46] 2.200000e+01 2.500000e+01 3.100000e+01 y_pred[47] 2.200000e+01 2.500000e+01 3.300000e+01 y_pred[48] 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[49] 2.200000e+01 2.500000e+01 3.100000e+01 y_pred[50] 2.200000e+01 2.500000e+01 3.100000e+01 y_pred[51] 2.500000e+01 2.900000e+01 3.700000e+01 y_pred[52] 3.100000e+01 3.400000e+01 4.200000e+01 y_pred[53] 2.300000e+01 2.600000e+01 3.300000e+01 y_pred[54] 2.500000e+01 2.800000e+01 3.500000e+01 y_pred[55] 1.800000e+01 2.000000e+01 2.700000e+01 y_pred[56] 1.400000e+02 1.490000e+02 1.655250e+02 y_pred[57] 4.000000e+01 4.400000e+01 5.200000e+01 y_pred[58] 7.600000e+01 8.200000e+01 9.500000e+01 y_pred[59] 1.700000e+01 2.000000e+01 2.500000e+01 y_pred[60] 1.750000e+02 1.852500e+02 2.050000e+02 y_pred[61] 1.800000e+01 2.000000e+01 2.652500e+01 y_pred[62] 1.100000e+01 1.400000e+01 1.800000e+01 y_pred[63] 8.100000e+01 8.800000e+01 1.020000e+02 y_pred[64] 2.400000e+01 2.700000e+01 3.300000e+01 y_pred[65] 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[66] 4.500000e+01 5.000000e+01 5.800000e+01 y_pred[67] 1.450000e+01 1.700000e+01 2.200000e+01 y_pred[68] 3.800000e+01 4.200000e+01 4.952500e+01 y_pred[69] 1.500000e+01 1.725000e+01 2.300000e+01 y_pred[70] 6.100000e+01 6.600000e+01 7.600000e+01 y_pred[71] 1.700000e+01 2.000000e+01 2.600000e+01 y_pred[72] 9.200000e+01 9.900000e+01 1.120000e+02 y_pred[73] 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[74] 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[75] 1.900000e+01 2.200000e+01 2.900000e+01 y_pred[76] 1.400000e+01 1.600000e+01 2.200000e+01 y_pred[77] 3.700000e+01 4.100000e+01 5.100000e+01 y_pred[78] 4.400000e+01 4.800000e+01 5.700000e+01 y_pred[79] 1.400000e+01 1.700000e+01 2.200000e+01 y_pred[80] 1.500000e+01 1.700000e+01 2.300000e+01 y_pred[81] 1.300000e+01 1.500000e+01 2.000000e+01 y_pred[82] 1.500000e+01 1.800000e+01 2.400000e+01 y_pred[83] 3.700000e+01 4.100000e+01 5.052500e+01 y_pred[84] 1.800000e+01 2.100000e+01 2.800000e+01 y_pred[85] 1.600000e+01 1.900000e+01 2.400000e+01 y_pred[86] 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[87] 1.600000e+01 1.900000e+01 2.400000e+01 y_pred[88] 7.000000e+00 9.000000e+00 1.300000e+01 y_pred[89] 8.000000e+00 1.000000e+01 1.300000e+01 y_pred[90] 9.000000e+00 1.100000e+01 1.700000e+01 y_pred[91] 9.000000e+00 1.100000e+01 1.600000e+01 y_pred[92] 1.300000e+01 1.500000e+01 2.052500e+01 y_pred[93] 1.100000e+01 1.300000e+01 1.800000e+01 y_pred[94] 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[95] 5.500000e+01 6.100000e+01 7.200000e+01 y_pred[96] 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[97] 9.000000e+00 1.100000e+01 1.600000e+01 y_pred[98] 9.000000e+00 1.100000e+01 1.600000e+01 y_pred[99] 7.000000e+00 9.000000e+00 1.300000e+01 y_pred[100] 8.000000e+00 1.000000e+01 1.500000e+01 y_pred[101] 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[102] 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[103] 9.000000e+00 1.100000e+01 1.552500e+01 y_pred[104] 9.000000e+00 1.100000e+01 1.552500e+01 y_pred[105] 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[106] 1.000000e+01 1.200000e+01 1.700000e+01 y_pred[107] 6.000000e+00 7.000000e+00 1.000000e+01 y_pred[108] 7.000000e+00 9.000000e+00 1.200000e+01 y_pred[109] 1.200000e+01 1.400000e+01 2.000000e+01 y_pred[110] 2.100000e+01 2.500000e+01 3.000000e+01 y_pred[111] 7.000000e+00 9.000000e+00 1.300000e+01 y_pred[112] 1.600000e+01 1.900000e+01 2.500000e+01 y_pred[113] 2.000000e+00 3.000000e+00 5.000000e+00 y_pred[114] 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[115] 3.000000e+01 3.400000e+01 4.252500e+01 y_pred[116] 1.700000e+01 2.000000e+01 2.600000e+01 y_pred[117] 9.000000e+00 1.100000e+01 1.600000e+01 y_pred[118] 9.000000e+00 1.200000e+01 1.700000e+01 y_pred[119] 9.000000e+00 1.100000e+01 1.600000e+01 y_pred[120] 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[121] 1.300000e+01 1.600000e+01 2.000000e+01 y_pred[122] 2.700000e+01 3.000000e+01 3.700000e+01 y_pred[123] 1.000000e+01 1.200000e+01 1.652500e+01 y_pred[124] 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[125] 8.000000e+00 1.100000e+01 1.500000e+01 y_pred[126] 1.000000e+01 1.200000e+01 1.600000e+01 y_pred[127] 7.000000e+00 9.000000e+00 1.300000e+01 y_pred[128] 8.000000e+00 1.100000e+01 1.500000e+01 y_pred[129] 1.100000e+01 1.300000e+01 1.700000e+01 y_pred[130] 9.900000e+01 1.060000e+02 1.190000e+02 y_pred[131] 1.700000e+01 2.000000e+01 2.652500e+01 y_pred[132] 7.000000e+00 9.000000e+00 1.400000e+01 y_pred[133] 7.000000e+00 9.000000e+00 1.300000e+01 y_pred[134] 9.000000e+00 1.100000e+01 1.600000e+01 y_pred[135] 9.000000e+00 1.100000e+01 1.600000e+01 y_pred[136] 1.500000e+01 1.800000e+01 2.400000e+01 y_pred[137] 1.400000e+01 1.600000e+01 2.152500e+01 y_pred[138] 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[139] 1.300000e+01 1.500000e+01 2.100000e+01 y_pred[140] 1.100000e+01 1.300000e+01 1.800000e+01 y_pred[141] 1.800000e+01 2.100000e+01 2.600000e+01 y_pred[142] 6.000000e+00 8.000000e+00 1.200000e+01 y_pred[143] 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[144] 3.200000e+01 3.600000e+01 4.300000e+01 y_pred[145] 1.900000e+01 2.200000e+01 2.752500e+01 y_pred[146] 1.300000e+01 1.600000e+01 2.052500e+01 y_pred[147] 1.300000e+01 1.500000e+01 2.000000e+01 y_pred[148] 1.600000e+01 1.900000e+01 2.500000e+01 y_pred[149] 1.300000e+01 1.500000e+01 2.000000e+01 y_pred[150] 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[151] 1.300000e+01 1.500000e+01 2.100000e+01 y_pred[152] 1.300000e+01 1.500000e+01 2.100000e+01 y_pred[153] 1.300000e+01 1.500000e+01 2.000000e+01 y_pred[154] 1.100000e+01 1.300000e+01 1.800000e+01 y_pred[155] 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[156] 1.300000e+01 1.600000e+01 2.000000e+01 y_pred[157] 1.700000e+01 2.000000e+01 2.600000e+01 y_pred[158] 3.500000e+01 3.900000e+01 4.700000e+01 y_pred[159] 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[160] 2.700000e+01 3.000000e+01 3.800000e+01 y_pred[161] 3.700000e+01 4.100000e+01 5.000000e+01 y_pred[162] 1.400000e+01 1.700000e+01 2.200000e+01 y_pred[163] 8.000000e+00 1.000000e+01 1.300000e+01 y_pred[164] 1.700000e+01 2.000000e+01 2.552500e+01 y_pred[165] 1.200000e+01 1.400000e+01 1.900000e+01 y_pred[166] 1.100000e+01 1.300000e+01 1.800000e+01 y_pred[167] 1.400000e+01 1.700000e+01 2.200000e+01 y_pred[168] 5.000000e+01 5.400000e+01 6.500000e+01 y_pred[169] 2.500000e+01 2.825000e+01 3.600000e+01 y_pred[170] 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[171] 3.300000e+01 3.700000e+01 4.400000e+01 y_pred[172] 1.500000e+01 1.800000e+01 2.400000e+01 y_pred[173] 1.400000e+01 1.600000e+01 2.200000e+01 y_pred[174] 8.000000e+00 1.000000e+01 1.452500e+01 y_pred[175] 2.250000e+01 2.600000e+01 3.300000e+01 y_pred[176] 1.900000e+01 2.200000e+01 2.905000e+01 y_pred[177] 1.000000e+01 1.200000e+01 1.700000e+01 y_pred[178] 1.400000e+01 1.700000e+01 2.252500e+01 y_pred[179] 2.000000e+01 2.300000e+01 2.900000e+01 y_pred[180] 1.800000e+01 2.100000e+01 2.800000e+01 y_pred[181] 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[182] 2.100000e+01 2.500000e+01 3.200000e+01 y_pred[183] 1.000000e+01 1.300000e+01 1.700000e+01 y_pred[184] 1.100000e+01 1.300000e+01 1.700000e+01 y_pred[185] 1.300000e+01 1.500000e+01 2.000000e+01 y_pred[186] 1.300000e+01 1.600000e+01 2.100000e+01 y_pred[187] 1.900000e+01 2.225000e+01 2.900000e+01 y_pred[188] 1.700000e+01 2.000000e+01 2.652500e+01 y_pred[189] 2.200000e+01 2.500000e+01 3.052500e+01 y_pred[190] 1.900000e+01 2.200000e+01 2.800000e+01 y_pred[191] 2.100000e+01 2.500000e+01 3.152500e+01 y_pred[192] 1.300000e+01 1.500000e+01 2.152500e+01 y_pred[193] 1.100000e+01 1.300000e+01 1.700000e+01 y_pred[194] 1.400000e+01 1.700000e+01 2.300000e+01 y_pred[195] 1.500000e+01 1.700000e+01 2.300000e+01 y_pred[196] 1.500000e+01 1.700000e+01 2.300000e+01 y_pred[197] 1.900000e+01 2.200000e+01 2.800000e+01 y_pred[198] 2.200000e+01 2.600000e+01 3.200000e+01 y_pred[199] 1.200000e+01 1.400000e+01 1.900000e+01 y_pred[200] 3.500000e+01 3.900000e+01 4.700000e+01 y_pred[201] 2.900000e+01 3.200000e+01 3.800000e+01 y_pred[202] 3.100000e+01 3.425000e+01 4.300000e+01 y_pred[203] 1.300000e+01 1.600000e+01 2.000000e+01 y_pred[204] 1.300000e+01 1.600000e+01 2.152500e+01 y_pred[205] 1.300000e+01 1.600000e+01 2.052500e+01 y_pred[206] 1.300000e+01 1.500000e+01 2.000000e+01 y_pred[207] 1.800000e+01 2.100000e+01 2.700000e+01 y_pred[208] 1.300000e+01 1.500000e+01 2.100000e+01 y_pred[209] 1.000000e+01 1.300000e+01 1.752500e+01 y_pred[210] 1.300000e+01 1.600000e+01 2.052500e+01 y_pred[211] 1.300000e+01 1.500000e+01 2.000000e+01 y_pred[212] 2.950000e+01 3.400000e+01 4.200000e+01 y_pred[213] 1.500000e+01 1.800000e+01 2.352500e+01 y_pred[214] 1.900000e+01 2.200000e+01 2.900000e+01 y_pred[215] 1.900000e+01 2.200000e+01 2.800000e+01 y_pred[216] 2.800000e+01 3.100000e+01 3.800000e+01 y_pred[217] 9.800000e+01 1.040000e+02 1.180000e+02 y_pred[218] 2.500000e+01 2.800000e+01 3.400000e+01 y_pred[219] 2.200000e+01 2.600000e+01 3.200000e+01 y_pred[220] 2.200000e+01 2.500000e+01 3.200000e+01 y_pred[221] 4.900000e+01 5.400000e+01 6.500000e+01 y_pred[222] 9.400000e+01 1.010000e+02 1.150000e+02 y_pred[223] 8.300000e+01 8.925000e+01 1.030000e+02 y_pred[224] 2.300000e+01 2.600000e+01 3.300000e+01 y_pred[225] 2.600000e+01 2.900000e+01 3.700000e+01 y_pred[226] 2.800000e+01 3.100000e+01 3.900000e+01 y_pred[227] 2.300000e+01 2.600000e+01 3.300000e+01 y_pred[228] 2.500000e+01 2.800000e+01 3.552500e+01 y_pred[229] 2.000000e+01 2.200000e+01 2.852500e+01 y_pred[230] 3.600000e+01 4.000000e+01 4.952500e+01 y_pred[231] 2.100000e+01 2.400000e+01 3.000000e+01 y_pred[232] 3.150000e+01 3.500000e+01 4.500000e+01 y_pred[233] 2.200000e+01 2.500000e+01 3.100000e+01 y_pred[234] 2.200000e+01 2.600000e+01 3.300000e+01 y_pred[235] 2.200000e+01 2.500000e+01 3.100000e+01 y_pred[236] 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[237] 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[238] 1.500000e+01 1.800000e+01 2.400000e+01 y_pred[239] 1.500000e+01 1.800000e+01 2.352500e+01 y_pred[240] 1.500000e+01 1.700000e+01 2.200000e+01 y_pred[241] 2.100000e+01 2.400000e+01 3.052500e+01 y_pred[242] 1.300000e+01 1.500000e+01 2.100000e+01 y_pred[243] 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[244] 1.500000e+01 1.800000e+01 2.400000e+01 y_pred[245] 3.800000e+01 4.300000e+01 5.200000e+01 y_pred[246] 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[247] 2.400000e+01 2.800000e+01 3.400000e+01 y_pred[248] 1.500000e+01 1.800000e+01 2.400000e+01 y_pred[249] 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[250] 9.000000e+00 1.100000e+01 1.500000e+01 y_pred[251] 1.500000e+01 1.800000e+01 2.400000e+01 y_pred[252] 1.500000e+01 1.700000e+01 2.300000e+01 y_pred[253] 1.400000e+01 1.800000e+01 2.400000e+01 y_pred[254] 1.000000e+01 1.300000e+01 1.700000e+01 y_pred[255] 1.700000e+01 2.000000e+01 2.500000e+01 y_pred[256] 1.600000e+01 1.900000e+01 2.500000e+01 y_pred[257] 1.200000e+01 1.400000e+01 1.900000e+01 y_pred[258] 2.200000e+01 2.525000e+01 3.300000e+01 y_pred[259] 1.500000e+01 1.700000e+01 2.300000e+01 y_pred[260] 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[261] 1.500000e+01 1.800000e+01 2.300000e+01 y_pred[262] 1.500000e+01 1.800000e+01 2.400000e+01 lp__ 1.760422e+04 1.760502e+04 1.760568e+04 , , chains = chain:4 stats parameter mean sd 2.5% 25% b0 3.089668e+00 2.013456e-02 3.047895e+00 3.076887e+00 b_roach1 6.976440e-03 8.489595e-05 6.810118e-03 6.921408e-03 b_treatment -5.151350e-01 2.718427e-02 -5.711381e-01 -5.329148e-01 b_senior -3.832983e-01 3.590549e-02 -4.580488e-01 -4.073382e-01 loglambda[1] 4.500133e+00 2.498353e-02 4.452250e+00 4.483195e+00 loglambda[2] 4.374653e+00 2.605220e-02 4.324880e+00 4.356847e+00 loglambda[3] 2.586184e+00 2.516425e-02 2.539898e+00 2.569280e+00 loglambda[4] 2.595462e+00 2.510530e-02 2.549262e+00 2.578629e+00 loglambda[5] 2.722017e+00 2.514959e-02 2.675753e+00 2.705138e+00 loglambda[6] 2.574533e+00 2.523878e-02 2.528141e+00 2.557620e+00 loglambda[7] 2.839740e+00 2.267176e-02 2.796701e+00 2.824698e+00 loglambda[8] 3.158464e+00 2.282619e-02 3.115525e+00 3.143130e+00 loglambda[9] 3.096645e+00 2.008534e-02 3.054958e+00 3.083897e+00 loglambda[10] 3.320870e+00 1.946795e-02 3.280545e+00 3.308629e+00 loglambda[11] 4.054161e+00 1.638627e-02 4.021091e+00 4.043363e+00 loglambda[12] 3.201291e+00 1.937680e-02 3.161065e+00 3.189083e+00 loglambda[13] 3.766383e+00 1.674861e-02 3.731681e+00 3.756041e+00 loglambda[14] 3.550216e+00 1.673125e-02 3.515601e+00 3.539844e+00 loglambda[15] 3.396631e+00 1.821934e-02 3.358180e+00 3.385497e+00 loglambda[16] 6.005923e+00 3.115963e-02 5.942120e+00 5.985677e+00 loglambda[17] 3.122351e+00 1.849984e-02 3.083237e+00 3.110891e+00 loglambda[18] 3.612901e+00 1.723218e-02 3.576504e+00 3.602643e+00 loglambda[19] 3.103621e+00 2.003637e-02 3.062100e+00 3.090906e+00 loglambda[20] 5.479099e+00 2.388432e-02 5.430629e+00 5.463532e+00 loglambda[21] 3.246638e+00 1.908798e-02 3.206732e+00 3.234834e+00 loglambda[22] 3.117574e+00 1.993914e-02 3.076388e+00 3.104830e+00 loglambda[23] 3.745453e+00 1.680315e-02 3.710490e+00 3.735128e+00 loglambda[24] 3.857314e+00 1.639334e-02 3.824265e+00 3.846425e+00 loglambda[25] 3.647783e+00 1.710558e-02 3.611869e+00 3.637317e+00 loglambda[26] 3.752430e+00 1.678456e-02 3.717554e+00 3.742121e+00 loglambda[27] 3.104630e+00 1.860091e-02 3.065297e+00 3.093060e+00 loglambda[28] 3.222220e+00 1.924207e-02 3.182142e+00 3.210129e+00 loglambda[29] 3.264079e+00 1.898000e-02 3.224296e+00 3.252318e+00 loglambda[30] 3.490813e+00 1.774828e-02 3.452844e+00 3.480374e+00 loglambda[31] 3.111365e+00 1.998229e-02 3.070030e+00 3.098653e+00 loglambda[32] 3.162921e+00 1.962998e-02 3.122424e+00 3.150765e+00 loglambda[33] 3.417561e+00 1.810945e-02 3.379281e+00 3.406490e+00 loglambda[34] 3.108016e+00 2.000564e-02 3.066601e+00 3.095322e+00 loglambda[35] 4.512862e+00 1.732276e-02 4.478253e+00 4.501440e+00 loglambda[36] 3.089668e+00 2.013456e-02 3.047895e+00 3.076887e+00 loglambda[37] 3.089668e+00 2.013456e-02 3.047895e+00 3.076887e+00 loglambda[38] 4.584473e+00 1.879496e-02 4.547874e+00 4.571366e+00 loglambda[39] 4.073397e+00 1.720041e-02 4.037118e+00 4.063130e+00 loglambda[40] 3.550990e+00 1.942224e-02 3.510715e+00 3.538738e+00 loglambda[41] 3.193478e+00 1.942771e-02 3.153196e+00 3.181223e+00 loglambda[42] 3.445467e+00 1.796750e-02 3.407324e+00 3.434735e+00 loglambda[43] 3.194315e+00 1.942224e-02 3.154040e+00 3.182063e+00 loglambda[44] 3.232788e+00 1.791564e-02 3.194685e+00 3.222166e+00 loglambda[45] 3.185594e+00 1.947941e-02 3.145257e+00 3.173390e+00 loglambda[46] 3.097831e+00 2.007700e-02 3.056171e+00 3.085088e+00 loglambda[47] 3.096645e+00 2.008534e-02 3.054958e+00 3.083897e+00 loglambda[48] 3.103621e+00 2.003637e-02 3.062100e+00 3.090906e+00 loglambda[49] 3.089668e+00 2.013456e-02 3.047895e+00 3.076887e+00 loglambda[50] 3.103621e+00 2.003637e-02 3.062100e+00 3.090906e+00 loglambda[51] 3.237152e+00 2.003637e-02 3.195631e+00 3.224438e+00 loglambda[52] 3.432493e+00 1.876938e-02 3.392956e+00 3.420799e+00 loglambda[53] 3.138503e+00 1.979514e-02 3.097736e+00 3.126019e+00 loglambda[54] 3.215244e+00 1.928671e-02 3.175117e+00 3.203110e+00 loglambda[55] 2.880477e+00 2.003637e-02 2.838957e+00 2.867763e+00 loglambda[56] 4.945401e+00 1.967058e-02 4.906632e+00 4.932362e+00 loglambda[57] 3.698822e+00 2.148739e-02 3.658049e+00 3.685066e+00 loglambda[58] 4.332596e+00 2.290847e-02 4.289472e+00 4.317229e+00 loglambda[59] 2.831987e+00 2.519943e-02 2.785651e+00 2.815046e+00 loglambda[60] 5.173257e+00 2.818967e-02 5.117202e+00 5.154058e+00 loglambda[61] 2.867544e+00 2.355266e-02 2.823468e+00 2.852191e+00 loglambda[62] 2.447574e+00 2.442600e-02 2.402369e+00 2.431559e+00 loglambda[63] 4.409337e+00 2.325406e-02 4.365609e+00 4.393660e+00 loglambda[64] 3.168407e+00 2.384192e-02 3.124232e+00 3.153035e+00 loglambda[65] 2.586742e+00 2.516069e-02 2.540461e+00 2.569844e+00 loglambda[66] 3.804492e+00 2.197036e-02 3.762958e+00 3.789777e+00 loglambda[67] 2.666134e+00 2.466871e-02 2.620538e+00 2.649709e+00 loglambda[68] 3.648905e+00 2.143963e-02 3.609053e+00 3.634518e+00 loglambda[69] 2.721038e+00 2.434509e-02 2.675994e+00 2.705188e+00 loglambda[70] 4.109350e+00 2.209764e-02 4.067495e+00 4.094545e+00 loglambda[71] 2.841870e+00 2.368374e-02 2.797749e+00 2.826594e+00 loglambda[72] 4.522903e+00 2.711790e-02 4.470007e+00 4.504573e+00 loglambda[73] 2.623368e+00 2.493028e-02 2.577418e+00 2.606472e+00 loglambda[74] 2.602439e+00 2.506123e-02 2.556302e+00 2.585584e+00 loglambda[75] 2.989631e+00 2.297725e-02 2.946428e+00 2.974467e+00 loglambda[76] 2.626856e+00 2.490864e-02 2.580935e+00 2.609965e+00 loglambda[77] 3.613348e+00 2.176133e-02 3.571979e+00 3.598686e+00 loglambda[78] 3.774481e+00 2.147658e-02 3.733755e+00 3.760561e+00 loglambda[79] 2.665227e+00 2.467417e-02 2.619624e+00 2.648788e+00 loglambda[80] 2.700109e+00 2.446680e-02 2.654795e+00 2.684051e+00 loglambda[81] 2.574533e+00 2.523878e-02 2.528141e+00 2.557620e+00 loglambda[82] 2.762897e+00 2.410789e-02 2.718294e+00 2.747145e+00 loglambda[83] 3.607046e+00 2.145150e-02 3.567214e+00 3.592642e+00 loglambda[84] 2.931311e+00 2.391671e-02 2.887076e+00 2.915889e+00 loglambda[85] 2.769873e+00 2.406917e-02 2.725344e+00 2.754111e+00 loglambda[86] 2.574533e+00 2.523878e-02 2.528141e+00 2.557620e+00 loglambda[87] 2.769873e+00 2.406917e-02 2.725344e+00 2.754111e+00 loglambda[88] 1.968091e+00 3.042133e-02 1.904894e+00 1.947769e+00 loglambda[89] 2.065761e+00 3.024767e-02 2.003287e+00 2.045580e+00 loglambda[90] 2.226117e+00 3.035408e-02 2.163426e+00 2.205833e+00 loglambda[91] 2.191235e+00 3.042133e-02 2.128037e+00 2.170913e+00 loglambda[92] 2.539490e+00 3.024321e-02 2.479050e+00 2.520186e+00 loglambda[93] 2.379599e+00 3.012753e-02 2.318358e+00 2.359282e+00 loglambda[94] 3.112125e+00 3.063300e-02 3.050372e+00 3.092131e+00 loglambda[95] 3.991156e+00 3.442400e-02 3.925882e+00 3.969552e+00 loglambda[96] 2.198211e+00 3.040742e-02 2.135161e+00 2.178004e+00 loglambda[97] 2.205188e+00 3.039374e-02 2.142285e+00 2.184968e+00 loglambda[98] 2.233093e+00 3.034133e-02 2.170431e+00 2.212784e+00 loglambda[99] 1.989021e+00 3.038029e-02 1.926265e+00 1.968732e+00 loglambda[100] 2.058013e+00 3.038029e-02 1.995258e+00 2.037725e+00 loglambda[101] 2.191235e+00 3.042133e-02 2.128037e+00 2.170913e+00 loglambda[102] 2.191235e+00 3.042133e-02 2.128037e+00 2.170913e+00 loglambda[103] 2.191235e+00 3.042133e-02 2.128037e+00 2.170913e+00 loglambda[104] 2.199955e+00 3.040398e-02 2.136942e+00 2.179742e+00 loglambda[105] 2.191235e+00 3.042133e-02 2.128037e+00 2.170913e+00 loglambda[106] 2.302858e+00 3.022660e-02 2.240416e+00 2.282720e+00 loglambda[107] 1.749342e+00 3.001247e-02 1.689943e+00 1.729938e+00 loglambda[108] 1.975068e+00 3.040742e-02 1.912018e+00 1.954860e+00 loglambda[109] 2.450342e+00 3.020646e-02 2.387943e+00 2.430126e+00 loglambda[110] 3.054011e+00 3.049820e-02 2.992165e+00 3.034079e+00 loglambda[111] 1.982044e+00 3.039374e-02 1.919141e+00 1.961825e+00 loglambda[112] 2.766791e+00 3.006828e-02 2.707547e+00 2.747903e+00 loglambda[113] 5.817969e-01 3.042133e-02 5.185996e-01 5.614751e-01 loglambda[114] 2.199955e+00 3.040398e-02 2.136942e+00 2.179742e+00 loglambda[115] 3.384206e+00 3.146847e-02 3.322528e+00 3.363755e+00 loglambda[116] 2.832230e+00 3.013113e-02 2.772916e+00 2.813268e+00 loglambda[117] 2.226117e+00 3.035408e-02 2.163426e+00 2.205833e+00 loglambda[118] 2.240070e+00 3.032880e-02 2.177436e+00 2.219755e+00 loglambda[119] 2.191235e+00 3.042133e-02 2.128037e+00 2.170913e+00 loglambda[120] 2.219141e+00 3.036707e-02 2.156421e+00 2.198801e+00 loglambda[121] 2.566218e+00 3.000677e-02 2.505628e+00 2.546543e+00 loglambda[122] 3.287934e+00 3.074092e-02 3.226370e+00 3.267889e+00 loglambda[123] 2.331743e+00 3.040742e-02 2.268693e+00 2.311535e+00 loglambda[124] 2.199955e+00 3.040398e-02 2.136942e+00 2.179742e+00 loglambda[125] 2.163432e+00 3.011994e-02 2.102319e+00 2.143131e+00 loglambda[126] 2.295881e+00 3.023702e-02 2.233423e+00 2.275731e+00 loglambda[127] 1.974231e+00 3.040908e-02 1.911163e+00 1.954024e+00 loglambda[128] 2.191235e+00 3.042133e-02 2.128037e+00 2.170913e+00 loglambda[129] 2.421457e+00 3.008558e-02 2.360892e+00 2.401240e+00 loglambda[130] 4.597062e+00 3.070782e-02 4.535496e+00 4.576985e+00 loglambda[131] 2.857587e+00 3.055822e-02 2.795802e+00 2.837737e+00 loglambda[132] 1.982044e+00 3.039374e-02 1.919141e+00 1.961825e+00 loglambda[133] 1.982044e+00 3.039374e-02 1.919141e+00 1.961825e+00 loglambda[134] 2.191235e+00 3.042133e-02 2.128037e+00 2.170913e+00 loglambda[135] 2.212164e+00 3.038029e-02 2.149408e+00 2.191876e+00 loglambda[136] 2.763466e+00 3.002414e-02 2.702924e+00 2.743361e+00 loglambda[137] 2.665633e+00 3.001247e-02 2.606234e+00 2.646228e+00 loglambda[138] 2.191235e+00 3.042133e-02 2.128037e+00 2.170913e+00 loglambda[139] 2.533080e+00 3.001570e-02 2.472520e+00 2.513193e+00 loglambda[140] 2.380506e+00 3.012653e-02 2.319281e+00 2.360175e+00 loglambda[141] 2.891961e+00 2.343117e-02 2.847929e+00 2.876503e+00 loglambda[142] 1.791774e+00 2.523878e-02 1.745382e+00 1.774860e+00 loglambda[143] 2.602439e+00 2.506123e-02 2.556302e+00 2.585584e+00 loglambda[144] 3.461836e+00 2.523878e-02 3.415444e+00 3.444923e+00 loglambda[145] 2.938185e+00 2.519408e-02 2.891856e+00 2.921248e+00 loglambda[146] 2.574533e+00 2.523878e-02 2.528141e+00 2.557620e+00 loglambda[147] 2.574533e+00 2.523878e-02 2.528141e+00 2.557620e+00 loglambda[148] 2.781317e+00 2.477993e-02 2.735569e+00 2.764633e+00 loglambda[149] 2.574533e+00 2.523878e-02 2.528141e+00 2.557620e+00 loglambda[150] 2.728994e+00 2.510530e-02 2.682793e+00 2.712160e+00 loglambda[151] 2.574533e+00 2.523878e-02 2.528141e+00 2.557620e+00 loglambda[152] 2.574533e+00 2.523878e-02 2.528141e+00 2.557620e+00 loglambda[153] 2.574533e+00 2.523878e-02 2.528141e+00 2.557620e+00 loglambda[154] 2.377551e+00 2.507223e-02 2.331398e+00 2.360702e+00 loglambda[155] 2.708065e+00 2.523878e-02 2.661672e+00 2.691151e+00 loglambda[156] 2.574533e+00 2.523878e-02 2.528141e+00 2.557620e+00 loglambda[157] 2.866525e+00 2.013456e-02 2.824752e+00 2.853744e+00 loglambda[158] 3.547793e+00 2.009124e-02 3.506096e+00 3.535041e+00 loglambda[159] 2.588486e+00 2.514959e-02 2.542221e+00 2.571607e+00 loglambda[160] 3.273156e+00 2.238534e-02 3.230331e+00 3.258147e+00 loglambda[161] 3.617481e+00 2.395446e-02 3.573173e+00 3.601974e+00 loglambda[162] 2.644298e+00 2.480125e-02 2.598521e+00 2.627560e+00 loglambda[163] 2.086286e+00 2.479143e-02 2.040523e+00 2.069573e+00 loglambda[164] 2.866525e+00 2.013456e-02 2.824752e+00 2.853744e+00 loglambda[165] 2.511076e+00 2.467417e-02 2.465473e+00 2.494638e+00 loglambda[166] 2.358366e+00 2.519408e-02 2.312038e+00 2.341430e+00 loglambda[167] 2.652349e+00 2.386985e-02 2.608165e+00 2.636925e+00 loglambda[168] 3.916347e+00 2.013456e-02 3.874574e+00 3.903566e+00 loglambda[169] 3.236276e+00 1.789852e-02 3.198187e+00 3.225673e+00 loglambda[170] 2.609415e+00 2.501737e-02 2.563342e+00 2.592540e+00 loglambda[171] 3.515684e+00 2.143823e-02 3.475822e+00 3.501618e+00 loglambda[172] 2.737293e+00 2.425198e-02 2.692420e+00 2.721606e+00 loglambda[173] 2.644563e+00 2.497372e-02 2.598553e+00 2.627666e+00 loglambda[174] 2.133472e+00 2.480125e-02 2.087695e+00 2.116735e+00 loglambda[175] 3.118026e+00 2.197548e-02 3.075778e+00 3.103342e+00 loglambda[176] 2.958237e+00 2.311746e-02 2.914641e+00 2.943031e+00 loglambda[177] 2.351390e+00 2.523878e-02 2.304997e+00 2.334476e+00 loglambda[178] 2.687900e+00 2.453875e-02 2.642485e+00 2.671756e+00 loglambda[179] 3.024706e+00 2.489654e-02 2.978800e+00 3.007821e+00 loglambda[180] 2.944284e+00 2.318152e-02 2.900514e+00 2.929029e+00 loglambda[181] 2.588486e+00 2.514959e-02 2.542221e+00 2.571607e+00 loglambda[182] 3.083813e+00 2.259017e-02 3.040773e+00 3.068989e+00 loglambda[183] 2.351390e+00 2.523878e-02 2.304997e+00 2.334476e+00 loglambda[184] 2.351390e+00 2.523878e-02 2.304997e+00 2.334476e+00 loglambda[185] 2.574533e+00 2.523878e-02 2.528141e+00 2.557620e+00 loglambda[186] 2.596718e+00 2.509736e-02 2.550529e+00 2.579881e+00 loglambda[187] 2.970400e+00 1.989090e-02 2.929380e+00 2.957694e+00 loglambda[188] 2.887454e+00 1.998764e-02 2.846100e+00 2.874746e+00 loglambda[189] 3.089668e+00 2.013456e-02 3.047895e+00 3.076887e+00 loglambda[190] 2.936289e+00 1.965338e-02 2.895765e+00 2.924098e+00 loglambda[191] 3.096645e+00 2.008534e-02 3.054958e+00 3.083897e+00 loglambda[192] 2.574533e+00 2.523878e-02 2.528141e+00 2.557620e+00 loglambda[193] 2.358366e+00 2.519408e-02 2.312038e+00 2.341430e+00 loglambda[194] 2.658250e+00 2.471631e-02 2.612589e+00 2.641706e+00 loglambda[195] 2.693133e+00 2.450783e-02 2.647761e+00 2.677041e+00 loglambda[196] 2.686156e+00 2.454908e-02 2.640726e+00 2.669988e+00 loglambda[197] 2.948649e+00 2.512742e-02 2.902417e+00 2.931807e+00 loglambda[198] 3.113530e+00 2.523878e-02 3.067137e+00 3.096616e+00 loglambda[199] 2.467666e+00 2.430978e-02 2.422686e+00 2.451894e+00 loglambda[200] 3.558314e+00 2.148182e-02 3.517564e+00 3.544431e+00 loglambda[201] 3.348918e+00 2.178930e-02 3.307413e+00 3.334238e+00 loglambda[202] 3.437748e+00 2.380490e-02 3.393585e+00 3.422445e+00 loglambda[203] 2.574533e+00 2.523878e-02 2.528141e+00 2.557620e+00 loglambda[204] 2.595462e+00 2.510530e-02 2.549262e+00 2.578629e+00 loglambda[205] 2.589184e+00 2.514515e-02 2.542925e+00 2.572312e+00 loglambda[206] 2.574533e+00 2.523878e-02 2.528141e+00 2.557620e+00 loglambda[207] 2.916379e+00 2.331284e-02 2.872390e+00 2.901086e+00 loglambda[208] 2.583254e+00 2.518294e-02 2.536941e+00 2.566328e+00 loglambda[209] 2.358366e+00 2.519408e-02 2.312038e+00 2.341430e+00 loglambda[210] 2.581510e+00 2.519408e-02 2.535181e+00 2.564573e+00 loglambda[211] 2.574533e+00 2.523878e-02 2.528141e+00 2.557620e+00 loglambda[212] 3.401212e+00 2.523878e-02 3.354819e+00 3.384298e+00 loglambda[213] 2.728117e+00 2.314936e-02 2.684434e+00 2.712882e+00 loglambda[214] 2.960509e+00 2.505244e-02 2.914385e+00 2.943650e+00 loglambda[215] 2.960247e+00 2.323845e-02 2.916324e+00 2.945073e+00 loglambda[216] 3.322823e+00 2.399246e-02 3.278441e+00 3.307214e+00 loglambda[217] 4.590582e+00 1.711454e-02 4.555615e+00 4.579255e+00 loglambda[218] 3.223200e+00 2.013456e-02 3.181427e+00 3.210419e+00 loglambda[219] 3.103621e+00 2.003637e-02 3.062100e+00 3.090906e+00 loglambda[220] 3.100133e+00 2.006083e-02 3.058528e+00 3.087401e+00 loglambda[221] 3.894682e+00 1.676190e-02 3.859915e+00 3.884383e+00 loglambda[222] 4.551335e+00 1.860077e-02 4.514701e+00 4.538510e+00 loglambda[223] 4.423045e+00 1.638728e-02 4.389820e+00 4.412197e+00 loglambda[224] 3.125632e+00 1.928671e-02 3.085504e+00 3.113498e+00 loglambda[225] 3.244129e+00 1.998764e-02 3.202775e+00 3.231421e+00 loglambda[226] 3.344750e+00 2.010795e-02 3.303025e+00 3.331987e+00 loglambda[227] 3.150911e+00 1.705764e-02 3.115162e+00 3.140428e+00 loglambda[228] 3.222220e+00 1.924207e-02 3.182142e+00 3.210129e+00 loglambda[229] 2.997333e+00 1.925320e-02 2.957242e+00 2.985229e+00 loglambda[230] 3.578998e+00 1.796750e-02 3.540856e+00 3.568267e+00 loglambda[231] 3.089668e+00 2.013456e-02 3.047895e+00 3.076887e+00 loglambda[232] 3.453319e+00 2.008534e-02 3.411633e+00 3.440572e+00 loglambda[233] 3.089668e+00 2.013456e-02 3.047895e+00 3.076887e+00 loglambda[234] 3.127620e+00 1.986974e-02 3.086656e+00 3.114962e+00 loglambda[235] 3.089668e+00 2.013456e-02 3.047895e+00 3.076887e+00 loglambda[236] 2.727299e+00 3.689337e-02 2.656659e+00 2.702331e+00 loglambda[237] 2.706370e+00 3.691600e-02 2.635891e+00 2.681335e+00 loglambda[238] 2.706370e+00 3.691600e-02 2.635891e+00 2.681335e+00 loglambda[239] 2.706370e+00 3.691600e-02 2.635891e+00 2.681335e+00 loglambda[240] 2.706370e+00 3.691600e-02 2.635891e+00 2.681335e+00 loglambda[241] 3.040474e+00 3.677111e-02 2.966471e+00 3.015333e+00 loglambda[242] 2.552219e+00 3.691600e-02 2.481740e+00 2.527185e+00 loglambda[243] 2.727299e+00 3.689337e-02 2.656659e+00 2.702331e+00 loglambda[244] 2.720323e+00 3.690072e-02 2.649732e+00 2.695338e+00 loglambda[245] 3.648189e+00 3.763028e-02 3.571921e+00 3.621158e+00 loglambda[246] 2.706370e+00 3.691600e-02 2.635891e+00 2.681335e+00 loglambda[247] 3.182512e+00 3.683580e-02 3.107559e+00 3.156983e+00 loglambda[248] 2.713346e+00 3.690826e-02 2.642802e+00 2.688331e+00 loglambda[249] 2.706370e+00 3.691600e-02 2.635891e+00 2.681335e+00 loglambda[250] 2.195544e+00 3.691600e-02 2.125065e+00 2.170510e+00 loglambda[251] 2.734541e+00 3.691600e-02 2.664062e+00 2.709506e+00 loglambda[252] 2.713346e+00 3.690826e-02 2.642802e+00 2.688331e+00 loglambda[253] 2.713346e+00 3.690826e-02 2.642802e+00 2.688331e+00 loglambda[254] 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1.400000e+01 y_pred[165] 1.238800e+01 3.404208e+00 6.000000e+00 1.000000e+01 y_pred[166] 1.035800e+01 3.451617e+00 4.475000e+00 8.000000e+00 y_pred[167] 1.418400e+01 3.932566e+00 7.000000e+00 1.200000e+01 y_pred[168] 5.041600e+01 7.444581e+00 3.600000e+01 4.500000e+01 y_pred[169] 2.584000e+01 5.302323e+00 1.700000e+01 2.200000e+01 y_pred[170] 1.353800e+01 3.768416e+00 7.000000e+00 1.100000e+01 y_pred[171] 3.368400e+01 5.735673e+00 2.400000e+01 2.900000e+01 y_pred[172] 1.537200e+01 4.017698e+00 8.000000e+00 1.200000e+01 y_pred[173] 1.389800e+01 3.617426e+00 7.000000e+00 1.100000e+01 y_pred[174] 8.262000e+00 2.743065e+00 3.000000e+00 6.000000e+00 y_pred[175] 2.240800e+01 4.936220e+00 1.300000e+01 1.900000e+01 y_pred[176] 1.913600e+01 4.230994e+00 1.100000e+01 1.600000e+01 y_pred[177] 1.051000e+01 3.274040e+00 4.475000e+00 8.000000e+00 y_pred[178] 1.472400e+01 3.705575e+00 8.000000e+00 1.200000e+01 y_pred[179] 2.033000e+01 4.525711e+00 1.300000e+01 1.700000e+01 y_pred[180] 1.905200e+01 4.378543e+00 1.100000e+01 1.600000e+01 y_pred[181] 1.355400e+01 3.714118e+00 7.000000e+00 1.100000e+01 y_pred[182] 2.181800e+01 4.606443e+00 1.300000e+01 1.900000e+01 y_pred[183] 1.050200e+01 3.270380e+00 4.000000e+00 8.000000e+00 y_pred[184] 1.055400e+01 3.348658e+00 4.000000e+00 8.000000e+00 y_pred[185] 1.344200e+01 3.781963e+00 7.000000e+00 1.100000e+01 y_pred[186] 1.334600e+01 3.686932e+00 7.000000e+00 1.100000e+01 y_pred[187] 1.942800e+01 4.276142e+00 1.200000e+01 1.600000e+01 y_pred[188] 1.799200e+01 4.112635e+00 1.100000e+01 1.500000e+01 y_pred[189] 2.223800e+01 5.028312e+00 1.347500e+01 1.900000e+01 y_pred[190] 1.873800e+01 4.472736e+00 1.000000e+01 1.600000e+01 y_pred[191] 2.185400e+01 4.770135e+00 1.300000e+01 1.900000e+01 y_pred[192] 1.338800e+01 3.686276e+00 7.000000e+00 1.100000e+01 y_pred[193] 1.053400e+01 3.304949e+00 5.000000e+00 8.000000e+00 y_pred[194] 1.441600e+01 3.827826e+00 8.000000e+00 1.200000e+01 y_pred[195] 1.492600e+01 3.754560e+00 8.000000e+00 1.300000e+01 y_pred[196] 1.460800e+01 3.894698e+00 7.000000e+00 1.200000e+01 y_pred[197] 1.964200e+01 4.526678e+00 1.200000e+01 1.600000e+01 y_pred[198] 2.243800e+01 4.897154e+00 1.400000e+01 1.900000e+01 y_pred[199] 1.182400e+01 3.359106e+00 6.000000e+00 9.000000e+00 y_pred[200] 3.501600e+01 5.896888e+00 2.400000e+01 3.100000e+01 y_pred[201] 2.872600e+01 5.499037e+00 1.847500e+01 2.475000e+01 y_pred[202] 3.088200e+01 5.502056e+00 2.100000e+01 2.700000e+01 y_pred[203] 1.290000e+01 3.628268e+00 7.000000e+00 1.000000e+01 y_pred[204] 1.360200e+01 3.561033e+00 8.000000e+00 1.100000e+01 y_pred[205] 1.323400e+01 3.560421e+00 7.000000e+00 1.100000e+01 y_pred[206] 1.307800e+01 3.622452e+00 6.000000e+00 1.100000e+01 y_pred[207] 1.834200e+01 4.229043e+00 1.047500e+01 1.600000e+01 y_pred[208] 1.332800e+01 3.709979e+00 7.000000e+00 1.100000e+01 y_pred[209] 1.055200e+01 3.256456e+00 5.000000e+00 8.000000e+00 y_pred[210] 1.349800e+01 3.710732e+00 7.000000e+00 1.100000e+01 y_pred[211] 1.279800e+01 3.780182e+00 5.475000e+00 1.000000e+01 y_pred[212] 3.005600e+01 5.547469e+00 2.000000e+01 2.600000e+01 y_pred[213] 1.521600e+01 3.739694e+00 9.000000e+00 1.200000e+01 y_pred[214] 1.912400e+01 4.571041e+00 1.100000e+01 1.600000e+01 y_pred[215] 1.919000e+01 4.304760e+00 1.100000e+01 1.600000e+01 y_pred[216] 2.787200e+01 5.442321e+00 1.747500e+01 2.400000e+01 y_pred[217] 9.851000e+01 9.657559e+00 8.047500e+01 9.200000e+01 y_pred[218] 2.526600e+01 4.983263e+00 1.600000e+01 2.200000e+01 y_pred[219] 2.225000e+01 4.613683e+00 1.300000e+01 1.900000e+01 y_pred[220] 2.195600e+01 4.679943e+00 1.300000e+01 1.900000e+01 y_pred[221] 4.935000e+01 6.795576e+00 3.747500e+01 4.500000e+01 y_pred[222] 9.532200e+01 1.018242e+01 7.700000e+01 8.800000e+01 y_pred[223] 8.256000e+01 9.054633e+00 6.600000e+01 7.600000e+01 y_pred[224] 2.282600e+01 4.774654e+00 1.347500e+01 2.000000e+01 y_pred[225] 2.581200e+01 5.328550e+00 1.547500e+01 2.200000e+01 y_pred[226] 2.839200e+01 5.569954e+00 1.747500e+01 2.400000e+01 y_pred[227] 2.353600e+01 4.899051e+00 1.447500e+01 2.000000e+01 y_pred[228] 2.509400e+01 5.103848e+00 1.600000e+01 2.200000e+01 y_pred[229] 1.979200e+01 4.458755e+00 1.100000e+01 1.700000e+01 y_pred[230] 3.582800e+01 6.230574e+00 2.347500e+01 3.200000e+01 y_pred[231] 2.179800e+01 4.553973e+00 1.300000e+01 1.900000e+01 y_pred[232] 3.119600e+01 5.677151e+00 2.047500e+01 2.700000e+01 y_pred[233] 2.219600e+01 4.807891e+00 1.347500e+01 1.900000e+01 y_pred[234] 2.274800e+01 4.563128e+00 1.400000e+01 2.000000e+01 y_pred[235] 2.243000e+01 4.906041e+00 1.300000e+01 1.900000e+01 y_pred[236] 1.507400e+01 3.963324e+00 8.000000e+00 1.200000e+01 y_pred[237] 1.497200e+01 4.033330e+00 7.000000e+00 1.200000e+01 y_pred[238] 1.485000e+01 3.708234e+00 8.000000e+00 1.200000e+01 y_pred[239] 1.485000e+01 3.814262e+00 8.000000e+00 1.200000e+01 y_pred[240] 1.492600e+01 3.906282e+00 8.000000e+00 1.300000e+01 y_pred[241] 2.126200e+01 4.639872e+00 1.300000e+01 1.800000e+01 y_pred[242] 1.283400e+01 3.570426e+00 6.475000e+00 1.000000e+01 y_pred[243] 1.528000e+01 3.936062e+00 8.000000e+00 1.300000e+01 y_pred[244] 1.525000e+01 4.010445e+00 8.000000e+00 1.300000e+01 y_pred[245] 3.828200e+01 6.005882e+00 2.800000e+01 3.400000e+01 y_pred[246] 1.508200e+01 3.808975e+00 8.000000e+00 1.200000e+01 y_pred[247] 2.424400e+01 5.088443e+00 1.500000e+01 2.100000e+01 y_pred[248] 1.521200e+01 3.864314e+00 8.000000e+00 1.300000e+01 y_pred[249] 1.495400e+01 3.927178e+00 7.000000e+00 1.200000e+01 y_pred[250] 8.872000e+00 2.996260e+00 3.000000e+00 7.000000e+00 y_pred[251] 1.561200e+01 3.847475e+00 8.475000e+00 1.300000e+01 y_pred[252] 1.513200e+01 3.981241e+00 8.000000e+00 1.200000e+01 y_pred[253] 1.526400e+01 3.972135e+00 8.000000e+00 1.300000e+01 y_pred[254] 1.037400e+01 3.302110e+00 5.000000e+00 8.000000e+00 y_pred[255] 1.734200e+01 4.262555e+00 9.475000e+00 1.500000e+01 y_pred[256] 1.641600e+01 4.152762e+00 8.000000e+00 1.400000e+01 y_pred[257] 1.213800e+01 3.598452e+00 6.000000e+00 9.000000e+00 y_pred[258] 2.225400e+01 4.768959e+00 1.300000e+01 1.900000e+01 y_pred[259] 1.503000e+01 4.184270e+00 8.000000e+00 1.200000e+01 y_pred[260] 1.502800e+01 4.083696e+00 7.000000e+00 1.200000e+01 y_pred[261] 1.510200e+01 4.154288e+00 7.475000e+00 1.200000e+01 y_pred[262] 1.499400e+01 4.058436e+00 7.000000e+00 1.200000e+01 lp__ 1.760389e+04 1.505301e+00 1.760031e+04 1.760312e+04 stats parameter 50% 75% 97.5% b0 3.090139e+00 3.103632e+00 3.1267917 b_roach1 6.977404e-03 7.037460e-03 0.0071330 b_treatment -5.152025e-01 -4.973115e-01 -0.4614558 b_senior -3.811526e-01 -3.591494e-01 -0.3122418 loglambda[1] 4.500043e+00 4.516569e+00 4.5465446 loglambda[2] 4.374648e+00 4.391396e+00 4.4221842 loglambda[3] 2.585785e+00 2.601626e+00 2.6394041 loglambda[4] 2.595060e+00 2.610840e+00 2.6485295 loglambda[5] 2.721618e+00 2.737449e+00 2.7751997 loglambda[6] 2.574170e+00 2.590074e+00 2.6279458 loglambda[7] 2.839250e+00 2.854380e+00 2.8870797 loglambda[8] 3.158015e+00 3.173558e+00 3.2062041 loglambda[9] 3.097187e+00 3.110599e+00 3.1336693 loglambda[10] 3.321645e+00 3.334442e+00 3.3566289 loglambda[11] 4.054476e+00 4.064760e+00 4.0876078 loglambda[12] 3.202226e+00 3.214874e+00 3.2368571 loglambda[13] 3.766421e+00 3.778038e+00 3.7993252 loglambda[14] 3.550324e+00 3.561859e+00 3.5831078 loglambda[15] 3.396868e+00 3.409619e+00 3.4303503 loglambda[16] 6.007490e+00 6.025400e+00 6.0663395 loglambda[17] 3.122906e+00 3.135415e+00 3.1558912 loglambda[18] 3.612682e+00 3.624576e+00 3.6461866 loglambda[19] 3.104235e+00 3.117538e+00 3.1405470 loglambda[20] 5.479564e+00 5.494118e+00 5.5270703 loglambda[21] 3.247539e+00 3.260193e+00 3.2815759 loglambda[22] 3.118282e+00 3.131477e+00 3.1543023 loglambda[23] 3.745352e+00 3.757063e+00 3.7785468 loglambda[24] 3.857468e+00 3.868511e+00 3.8907276 loglambda[25] 3.647755e+00 3.659445e+00 3.6809674 loglambda[26] 3.752361e+00 3.764062e+00 3.7854730 loglambda[27] 3.105220e+00 3.117673e+00 3.1384350 loglambda[28] 3.223258e+00 3.235577e+00 3.2574965 loglambda[29] 3.264933e+00 3.277552e+00 3.2987754 loglambda[30] 3.490763e+00 3.502959e+00 3.5241186 loglambda[31] 3.112021e+00 3.125265e+00 3.1481812 loglambda[32] 3.163906e+00 3.176691e+00 3.1990182 loglambda[33] 3.417750e+00 3.430238e+00 3.4513525 loglambda[34] 3.108663e+00 3.121902e+00 3.1448799 loglambda[35] 4.512212e+00 4.524657e+00 4.5463838 loglambda[36] 3.090139e+00 3.103632e+00 3.1267917 loglambda[37] 3.090139e+00 3.103632e+00 3.1267917 loglambda[38] 4.583949e+00 4.597482e+00 4.6203994 loglambda[39] 4.073317e+00 4.085003e+00 4.1066970 loglambda[40] 3.551831e+00 3.564642e+00 3.5866523 loglambda[41] 3.194304e+00 3.207121e+00 3.2291517 loglambda[42] 3.445555e+00 3.457893e+00 3.4791065 loglambda[43] 3.195156e+00 3.207967e+00 3.2299773 loglambda[44] 3.232824e+00 3.245071e+00 3.2663706 loglambda[45] 3.186393e+00 3.199182e+00 3.2213776 loglambda[46] 3.098385e+00 3.111780e+00 3.1348385 loglambda[47] 3.097187e+00 3.110599e+00 3.1336693 loglambda[48] 3.104235e+00 3.117538e+00 3.1405470 loglambda[49] 3.090139e+00 3.103632e+00 3.1267917 loglambda[50] 3.104235e+00 3.117538e+00 3.1405470 loglambda[51] 3.237766e+00 3.251069e+00 3.2740784 loglambda[52] 3.433207e+00 3.445707e+00 3.4667568 loglambda[53] 3.139355e+00 3.152412e+00 3.1749388 loglambda[54] 3.216252e+00 3.228626e+00 3.2506167 loglambda[55] 2.881091e+00 2.894394e+00 2.9174034 loglambda[56] 4.945487e+00 4.958563e+00 4.9839517 loglambda[57] 3.697652e+00 3.712797e+00 3.7400566 loglambda[58] 4.332015e+00 4.347183e+00 4.3788913 loglambda[59] 2.831590e+00 2.847448e+00 2.8852981 loglambda[60] 5.172477e+00 5.191965e+00 5.2252415 loglambda[61] 2.866624e+00 2.883297e+00 2.9171476 loglambda[62] 2.447213e+00 2.463436e+00 2.4988740 loglambda[63] 4.408935e+00 4.424632e+00 4.4561840 loglambda[64] 3.167731e+00 3.183964e+00 3.2185528 loglambda[65] 2.586343e+00 2.602181e+00 2.6399530 loglambda[66] 3.803859e+00 3.818320e+00 3.8468842 loglambda[67] 2.666076e+00 2.681733e+00 2.7180340 loglambda[68] 3.647553e+00 3.662981e+00 3.6904369 loglambda[69] 2.720735e+00 2.736870e+00 2.7721839 loglambda[70] 4.108287e+00 4.123966e+00 4.1523220 loglambda[71] 2.841136e+00 2.857544e+00 2.8917235 loglambda[72] 4.522314e+00 4.540203e+00 4.5724192 loglambda[73] 2.623018e+00 2.638653e+00 2.6759745 loglambda[74] 2.602034e+00 2.617761e+00 2.6553908 loglambda[75] 2.989029e+00 3.004949e+00 3.0376925 loglambda[76] 2.626540e+00 2.642167e+00 2.6794052 loglambda[77] 3.612284e+00 3.627727e+00 3.6581746 loglambda[78] 3.773245e+00 3.788476e+00 3.8156964 loglambda[79] 2.665168e+00 2.680820e+00 2.7171420 loglambda[80] 2.699783e+00 2.715935e+00 2.7514859 loglambda[81] 2.574170e+00 2.590074e+00 2.6279458 loglambda[82] 2.762385e+00 2.778489e+00 2.8135798 loglambda[83] 3.605590e+00 3.621144e+00 3.6491416 loglambda[84] 2.930693e+00 2.946740e+00 2.9816078 loglambda[85] 2.769382e+00 2.785475e+00 2.8204791 loglambda[86] 2.574170e+00 2.590074e+00 2.6279458 loglambda[87] 2.769382e+00 2.785475e+00 2.8204791 loglambda[88] 1.968215e+00 1.989329e+00 2.0310849 loglambda[89] 2.065462e+00 2.086086e+00 2.1283896 loglambda[90] 2.226008e+00 2.247138e+00 2.2888569 loglambda[91] 2.191359e+00 2.212472e+00 2.2542284 loglambda[92] 2.538739e+00 2.559628e+00 2.5993194 loglambda[93] 2.379033e+00 2.399399e+00 2.4419225 loglambda[94] 3.111133e+00 3.132344e+00 3.1722862 loglambda[95] 3.990031e+00 4.014906e+00 4.0566164 loglambda[96] 2.198330e+00 2.219405e+00 2.2611541 loglambda[97] 2.205240e+00 2.226339e+00 2.2680798 loglambda[98] 2.232944e+00 2.254048e+00 2.2957826 loglambda[99] 1.988991e+00 2.010128e+00 2.0518619 loglambda[100] 2.057984e+00 2.079121e+00 2.1208548 loglambda[101] 2.191359e+00 2.212472e+00 2.2542284 loglambda[102] 2.191359e+00 2.212472e+00 2.2542284 loglambda[103] 2.191359e+00 2.212472e+00 2.2542284 loglambda[104] 2.200066e+00 2.221139e+00 2.2628855 loglambda[105] 2.191359e+00 2.212472e+00 2.2542284 loglambda[106] 2.302529e+00 2.322992e+00 2.3655588 loglambda[107] 1.749177e+00 1.769286e+00 1.8089175 loglambda[108] 1.975186e+00 1.996262e+00 2.0380106 loglambda[109] 2.449924e+00 2.470402e+00 2.5131226 loglambda[110] 3.052929e+00 3.074371e+00 3.1145576 loglambda[111] 1.982096e+00 2.003195e+00 2.0449362 loglambda[112] 2.766736e+00 2.786417e+00 2.8261054 loglambda[113] 5.819209e-01 6.030343e-01 0.6447905 loglambda[114] 2.200066e+00 2.221139e+00 2.2628855 loglambda[115] 3.383227e+00 3.404477e+00 3.4443806 loglambda[116] 2.832087e+00 2.851812e+00 2.8915085 loglambda[117] 2.226008e+00 2.247138e+00 2.2888569 loglambda[118] 2.239881e+00 2.260952e+00 2.3027083 loglambda[119] 2.191359e+00 2.212472e+00 2.2542284 loglambda[120] 2.219071e+00 2.240205e+00 2.2819312 loglambda[121] 2.566048e+00 2.586121e+00 2.6267774 loglambda[122] 3.286897e+00 3.307939e+00 3.3478146 loglambda[123] 2.331861e+00 2.352937e+00 2.3946855 loglambda[124] 2.200066e+00 2.221139e+00 2.2628855 loglambda[125] 2.162898e+00 2.183295e+00 2.2257027 loglambda[126] 2.295567e+00 2.316105e+00 2.3585460 loglambda[127] 1.974353e+00 1.995430e+00 2.0371795 loglambda[128] 2.191359e+00 2.212472e+00 2.2542284 loglambda[129] 2.420965e+00 2.441414e+00 2.4834507 loglambda[130] 4.596008e+00 4.617285e+00 4.6570268 loglambda[131] 2.856501e+00 2.877926e+00 2.9179567 loglambda[132] 1.982096e+00 2.003195e+00 2.0449362 loglambda[133] 1.982096e+00 2.003195e+00 2.0449362 loglambda[134] 2.191359e+00 2.212472e+00 2.2542284 loglambda[135] 2.212135e+00 2.233272e+00 2.2750055 loglambda[136] 2.763414e+00 2.783510e+00 2.8245602 loglambda[137] 2.665468e+00 2.685576e+00 2.7252082 loglambda[138] 2.191359e+00 2.212472e+00 2.2542284 loglambda[139] 2.533163e+00 2.553036e+00 2.5939677 loglambda[140] 2.379944e+00 2.400316e+00 2.4428226 loglambda[141] 2.891247e+00 2.907407e+00 2.9412537 loglambda[142] 1.791410e+00 1.807314e+00 1.8451865 loglambda[143] 2.602034e+00 2.617761e+00 2.6553908 loglambda[144] 3.461473e+00 3.477377e+00 3.5152490 loglambda[145] 2.937787e+00 2.953632e+00 2.9914820 loglambda[146] 2.574170e+00 2.590074e+00 2.6279458 loglambda[147] 2.574170e+00 2.590074e+00 2.6279458 loglambda[148] 2.781203e+00 2.796782e+00 2.8335203 loglambda[149] 2.574170e+00 2.590074e+00 2.6279458 loglambda[150] 2.728592e+00 2.744372e+00 2.7820609 loglambda[151] 2.574170e+00 2.590074e+00 2.6279458 loglambda[152] 2.574170e+00 2.590074e+00 2.6279458 loglambda[153] 2.574170e+00 2.590074e+00 2.6279458 loglambda[154] 2.377147e+00 2.392877e+00 2.4305319 loglambda[155] 2.707701e+00 2.723605e+00 2.7614772 loglambda[156] 2.574170e+00 2.590074e+00 2.6279458 loglambda[157] 2.866995e+00 2.880489e+00 2.9036481 loglambda[158] 3.548326e+00 3.561751e+00 3.5848291 loglambda[159] 2.588086e+00 2.603918e+00 2.6416683 loglambda[160] 3.272197e+00 3.288381e+00 3.3193911 loglambda[161] 3.616946e+00 3.632985e+00 3.6678557 loglambda[162] 2.644149e+00 2.659737e+00 2.6965583 loglambda[163] 2.086154e+00 2.101737e+00 2.1385206 loglambda[164] 2.866995e+00 2.880489e+00 2.9036481 loglambda[165] 2.511018e+00 2.526669e+00 2.5629913 loglambda[166] 2.357968e+00 2.373813e+00 2.4116635 loglambda[167] 2.651658e+00 2.667812e+00 2.7025499 loglambda[168] 3.916817e+00 3.930311e+00 3.9534703 loglambda[169] 3.236300e+00 3.248512e+00 3.2698399 loglambda[170] 2.609009e+00 2.624708e+00 2.6622520 loglambda[171] 3.513913e+00 3.529892e+00 3.5570770 loglambda[172] 2.736887e+00 2.753013e+00 2.7882593 loglambda[173] 2.644154e+00 2.659826e+00 2.6972842 loglambda[174] 2.133324e+00 2.148911e+00 2.1857326 loglambda[175] 3.117203e+00 3.133302e+00 3.1640517 loglambda[176] 2.957489e+00 2.973454e+00 3.0066071 loglambda[177] 2.351026e+00 2.366930e+00 2.4048023 loglambda[178] 2.687759e+00 2.703655e+00 2.7394411 loglambda[179] 3.024408e+00 3.040031e+00 3.0772220 loglambda[180] 2.943419e+00 2.959565e+00 2.9928027 loglambda[181] 2.588086e+00 2.603918e+00 2.6416683 loglambda[182] 3.083147e+00 3.098641e+00 3.1307735 loglambda[183] 2.351026e+00 2.366930e+00 2.4048023 loglambda[184] 2.351026e+00 2.366930e+00 2.4048023 loglambda[185] 2.574170e+00 2.590074e+00 2.6279458 loglambda[186] 2.596316e+00 2.612085e+00 2.6497646 loglambda[187] 2.971127e+00 2.984305e+00 3.0070292 loglambda[188] 2.888109e+00 2.901351e+00 2.9242811 loglambda[189] 3.090139e+00 3.103632e+00 3.1267917 loglambda[190] 2.937210e+00 2.950109e+00 2.9724347 loglambda[191] 3.097187e+00 3.110599e+00 3.1336693 loglambda[192] 2.574170e+00 2.590074e+00 2.6279458 loglambda[193] 2.357968e+00 2.373813e+00 2.4116635 loglambda[194] 2.658183e+00 2.673792e+00 2.7102808 loglambda[195] 2.692912e+00 2.708918e+00 2.7445870 loglambda[196] 2.686041e+00 2.701901e+00 2.7377257 loglambda[197] 2.948248e+00 2.964059e+00 3.0017739 loglambda[198] 3.113166e+00 3.129070e+00 3.1669423 loglambda[199] 2.467319e+00 2.483471e+00 2.5187441 loglambda[200] 3.557166e+00 3.572307e+00 3.5995391 loglambda[201] 3.347928e+00 3.363502e+00 3.3939487 loglambda[202] 3.437092e+00 3.453429e+00 3.4878258 loglambda[203] 2.574170e+00 2.590074e+00 2.6279458 loglambda[204] 2.595060e+00 2.610840e+00 2.6485295 loglambda[205] 2.588784e+00 2.604612e+00 2.6423544 loglambda[206] 2.574170e+00 2.590074e+00 2.6279458 loglambda[207] 2.915539e+00 2.931784e+00 2.9651938 loglambda[208] 2.582856e+00 2.598702e+00 2.6365224 loglambda[209] 2.357968e+00 2.373813e+00 2.4116635 loglambda[210] 2.581112e+00 2.596957e+00 2.6348071 loglambda[211] 2.574170e+00 2.590074e+00 2.6279458 loglambda[212] 3.400848e+00 3.416752e+00 3.4546244 loglambda[213] 2.727311e+00 2.743384e+00 2.7765614 loglambda[214] 2.960104e+00 2.975825e+00 3.0134380 loglambda[215] 2.959384e+00 2.975416e+00 3.0088947 loglambda[216] 3.322306e+00 3.338400e+00 3.3732743 loglambda[217] 4.590275e+00 4.602288e+00 4.6242143 loglambda[218] 3.223670e+00 3.237164e+00 3.2603231 loglambda[219] 3.104235e+00 3.117538e+00 3.1405470 loglambda[220] 3.100711e+00 3.114071e+00 3.1371082 loglambda[221] 3.894670e+00 3.906316e+00 3.9276620 loglambda[222] 4.550898e+00 4.564098e+00 4.5867334 loglambda[223] 4.423381e+00 4.433374e+00 4.4565012 loglambda[224] 3.126640e+00 3.139013e+00 3.1610046 loglambda[225] 3.244784e+00 3.258026e+00 3.2809560 loglambda[226] 3.345259e+00 3.358720e+00 3.3818200 loglambda[227] 3.150819e+00 3.162589e+00 3.1840473 loglambda[228] 3.223258e+00 3.235577e+00 3.2574965 loglambda[229] 2.998376e+00 3.010689e+00 3.0326330 loglambda[230] 3.579086e+00 3.591424e+00 3.6126379 loglambda[231] 3.090139e+00 3.103632e+00 3.1267917 loglambda[232] 3.453862e+00 3.467274e+00 3.4903443 loglambda[233] 3.090139e+00 3.103632e+00 3.1267917 loglambda[234] 3.128380e+00 3.141526e+00 3.1642063 loglambda[235] 3.090139e+00 3.103632e+00 3.1267917 loglambda[236] 2.727344e+00 2.752242e+00 2.7962598 loglambda[237] 2.706537e+00 2.731394e+00 2.7752758 loglambda[238] 2.706537e+00 2.731394e+00 2.7752758 loglambda[239] 2.706537e+00 2.731394e+00 2.7752758 loglambda[240] 2.706537e+00 2.731394e+00 2.7752758 loglambda[241] 3.041841e+00 3.065431e+00 3.1092422 loglambda[242] 2.552386e+00 2.577244e+00 2.6211251 loglambda[243] 2.727344e+00 2.752242e+00 2.7962598 loglambda[244] 2.720409e+00 2.745304e+00 2.7892622 loglambda[245] 3.650333e+00 3.673539e+00 3.7194471 loglambda[246] 2.706537e+00 2.731394e+00 2.7752758 loglambda[247] 3.184590e+00 3.207010e+00 3.2502693 loglambda[248] 2.713473e+00 2.738367e+00 2.7822670 loglambda[249] 2.706537e+00 2.731394e+00 2.7752758 loglambda[250] 2.195711e+00 2.220569e+00 2.2644502 loglambda[251] 2.734708e+00 2.759565e+00 2.8034467 loglambda[252] 2.713473e+00 2.738367e+00 2.7822670 loglambda[253] 2.713473e+00 2.738367e+00 2.7822670 loglambda[254] 2.346582e+00 2.371479e+00 2.4154667 loglambda[255] 2.842431e+00 2.865703e+00 2.9094252 loglambda[256] 2.798114e+00 2.822518e+00 2.8671460 loglambda[257] 2.483393e+00 2.508251e+00 2.5521323 loglambda[258] 3.102433e+00 3.127290e+00 3.1711715 loglambda[259] 2.706537e+00 2.731394e+00 2.7752758 loglambda[260] 2.706537e+00 2.731394e+00 2.7752758 loglambda[261] 2.706537e+00 2.731394e+00 2.7752758 loglambda[262] 2.706537e+00 2.731394e+00 2.7752758 y_pred[1] 9.000000e+01 9.600000e+01 110.0000000 y_pred[2] 8.000000e+01 8.500000e+01 94.5250000 y_pred[3] 1.300000e+01 1.500000e+01 20.5250000 y_pred[4] 1.350000e+01 1.600000e+01 22.0000000 y_pred[5] 1.500000e+01 1.700000e+01 22.5250000 y_pred[6] 1.300000e+01 1.525000e+01 21.0000000 y_pred[7] 1.700000e+01 2.000000e+01 25.0000000 y_pred[8] 2.300000e+01 2.700000e+01 33.0000000 y_pred[9] 2.200000e+01 2.500000e+01 31.0000000 y_pred[10] 2.700000e+01 3.100000e+01 40.0000000 y_pred[11] 5.700000e+01 6.400000e+01 75.5250000 y_pred[12] 2.400000e+01 2.800000e+01 35.0000000 y_pred[13] 4.400000e+01 4.800000e+01 57.0000000 y_pred[14] 3.500000e+01 3.900000e+01 46.0000000 y_pred[15] 3.000000e+01 3.400000e+01 41.5250000 y_pred[16] 4.060000e+02 4.222500e+02 455.5250000 y_pred[17] 2.300000e+01 2.600000e+01 32.0000000 y_pred[18] 3.700000e+01 4.100000e+01 50.0000000 y_pred[19] 2.200000e+01 2.500000e+01 31.0000000 y_pred[20] 2.390000e+02 2.510000e+02 268.5250000 y_pred[21] 2.600000e+01 2.900000e+01 35.5250000 y_pred[22] 2.200000e+01 2.500000e+01 32.0000000 y_pred[23] 4.200000e+01 4.700000e+01 55.0000000 y_pred[24] 4.700000e+01 5.100000e+01 61.0000000 y_pred[25] 3.800000e+01 4.300000e+01 51.0000000 y_pred[26] 4.300000e+01 4.700000e+01 55.0000000 y_pred[27] 2.300000e+01 2.500000e+01 31.5250000 y_pred[28] 2.500000e+01 2.800000e+01 35.0000000 y_pred[29] 2.600000e+01 3.000000e+01 36.0000000 y_pred[30] 3.200000e+01 3.700000e+01 44.0000000 y_pred[31] 2.200000e+01 2.500000e+01 31.0000000 y_pred[32] 2.300000e+01 2.700000e+01 33.0000000 y_pred[33] 3.100000e+01 3.400000e+01 41.0000000 y_pred[34] 2.200000e+01 2.600000e+01 32.0000000 y_pred[35] 9.200000e+01 9.800000e+01 109.0000000 y_pred[36] 2.200000e+01 2.500000e+01 31.0000000 y_pred[37] 2.200000e+01 2.500000e+01 31.0000000 y_pred[38] 9.800000e+01 1.050000e+02 117.0000000 y_pred[39] 5.900000e+01 6.400000e+01 76.0000000 y_pred[40] 3.500000e+01 3.900000e+01 47.5250000 y_pred[41] 2.400000e+01 2.800000e+01 35.0000000 y_pred[42] 3.200000e+01 3.600000e+01 44.0000000 y_pred[43] 2.400000e+01 2.800000e+01 34.0000000 y_pred[44] 2.500000e+01 2.800000e+01 35.0000000 y_pred[45] 2.400000e+01 2.700000e+01 33.0000000 y_pred[46] 2.200000e+01 2.525000e+01 32.0000000 y_pred[47] 2.200000e+01 2.500000e+01 31.0000000 y_pred[48] 2.200000e+01 2.500000e+01 31.0000000 y_pred[49] 2.200000e+01 2.500000e+01 31.0000000 y_pred[50] 2.250000e+01 2.600000e+01 33.0000000 y_pred[51] 2.600000e+01 2.900000e+01 36.0000000 y_pred[52] 3.100000e+01 3.400000e+01 42.0000000 y_pred[53] 2.300000e+01 2.600000e+01 34.0000000 y_pred[54] 2.500000e+01 2.800000e+01 34.0000000 y_pred[55] 1.800000e+01 2.000000e+01 27.0000000 y_pred[56] 1.410000e+02 1.500000e+02 165.5250000 y_pred[57] 4.000000e+01 4.500000e+01 52.0000000 y_pred[58] 7.600000e+01 8.300000e+01 95.0000000 y_pred[59] 1.700000e+01 1.925000e+01 26.0000000 y_pred[60] 1.770000e+02 1.860000e+02 206.0000000 y_pred[61] 1.700000e+01 2.000000e+01 25.5250000 y_pred[62] 1.100000e+01 1.400000e+01 19.0000000 y_pred[63] 8.200000e+01 8.800000e+01 102.0000000 y_pred[64] 2.400000e+01 2.700000e+01 33.0000000 y_pred[65] 1.300000e+01 1.600000e+01 20.0000000 y_pred[66] 4.500000e+01 4.900000e+01 58.0000000 y_pred[67] 1.400000e+01 1.700000e+01 22.0000000 y_pred[68] 3.800000e+01 4.200000e+01 51.0000000 y_pred[69] 1.500000e+01 1.700000e+01 23.5250000 y_pred[70] 6.100000e+01 6.600000e+01 76.0000000 y_pred[71] 1.700000e+01 2.000000e+01 26.0000000 y_pred[72] 9.100000e+01 9.800000e+01 112.0000000 y_pred[73] 1.300000e+01 1.600000e+01 21.0000000 y_pred[74] 1.300000e+01 1.600000e+01 22.0000000 y_pred[75] 1.900000e+01 2.300000e+01 29.0000000 y_pred[76] 1.300000e+01 1.600000e+01 22.0000000 y_pred[77] 3.700000e+01 4.100000e+01 49.0000000 y_pred[78] 4.300000e+01 4.800000e+01 55.0000000 y_pred[79] 1.400000e+01 1.700000e+01 21.5250000 y_pred[80] 1.500000e+01 1.800000e+01 23.0000000 y_pred[81] 1.300000e+01 1.600000e+01 21.5250000 y_pred[82] 1.600000e+01 1.800000e+01 24.0000000 y_pred[83] 3.700000e+01 4.100000e+01 49.0000000 y_pred[84] 1.900000e+01 2.200000e+01 29.0000000 y_pred[85] 1.600000e+01 1.900000e+01 25.0000000 y_pred[86] 1.300000e+01 1.500000e+01 22.0000000 y_pred[87] 1.600000e+01 1.900000e+01 24.5250000 y_pred[88] 7.000000e+00 9.000000e+00 13.0000000 y_pred[89] 8.000000e+00 1.000000e+01 13.0000000 y_pred[90] 9.000000e+00 1.100000e+01 16.0000000 y_pred[91] 9.000000e+00 1.100000e+01 15.0000000 y_pred[92] 1.200000e+01 1.500000e+01 20.0000000 y_pred[93] 1.000000e+01 1.300000e+01 17.0000000 y_pred[94] 2.200000e+01 2.600000e+01 31.5250000 y_pred[95] 5.400000e+01 6.000000e+01 71.0000000 y_pred[96] 9.000000e+00 1.100000e+01 15.0000000 y_pred[97] 9.000000e+00 1.100000e+01 15.0000000 y_pred[98] 9.000000e+00 1.100000e+01 16.0000000 y_pred[99] 7.000000e+00 9.000000e+00 13.0000000 y_pred[100] 7.000000e+00 9.000000e+00 14.0000000 y_pred[101] 9.000000e+00 1.100000e+01 15.0000000 y_pred[102] 8.000000e+00 1.000000e+01 15.0000000 y_pred[103] 9.000000e+00 1.100000e+01 15.5250000 y_pred[104] 9.000000e+00 1.100000e+01 15.0000000 y_pred[105] 9.000000e+00 1.100000e+01 15.0000000 y_pred[106] 1.000000e+01 1.200000e+01 16.5250000 y_pred[107] 5.000000e+00 7.000000e+00 11.0000000 y_pred[108] 7.000000e+00 9.000000e+00 12.5250000 y_pred[109] 1.100000e+01 1.400000e+01 19.0000000 y_pred[110] 2.100000e+01 2.400000e+01 30.0000000 y_pred[111] 7.000000e+00 9.000000e+00 13.0000000 y_pred[112] 1.600000e+01 1.900000e+01 24.0000000 y_pred[113] 2.000000e+00 3.000000e+00 5.0000000 y_pred[114] 9.000000e+00 1.100000e+01 15.0000000 y_pred[115] 3.000000e+01 3.300000e+01 41.0000000 y_pred[116] 1.700000e+01 2.000000e+01 25.0000000 y_pred[117] 9.000000e+00 1.200000e+01 16.5250000 y_pred[118] 9.000000e+00 1.100000e+01 16.0000000 y_pred[119] 9.000000e+00 1.100000e+01 15.0000000 y_pred[120] 9.000000e+00 1.200000e+01 15.5250000 y_pred[121] 1.300000e+01 1.525000e+01 20.0000000 y_pred[122] 2.700000e+01 3.000000e+01 37.0000000 y_pred[123] 1.000000e+01 1.300000e+01 16.0000000 y_pred[124] 9.000000e+00 1.100000e+01 16.0000000 y_pred[125] 9.000000e+00 1.100000e+01 14.5250000 y_pred[126] 1.000000e+01 1.200000e+01 16.0000000 y_pred[127] 7.000000e+00 9.000000e+00 12.0000000 y_pred[128] 9.000000e+00 1.100000e+01 14.0000000 y_pred[129] 1.100000e+01 1.400000e+01 18.0000000 y_pred[130] 9.900000e+01 1.070000e+02 119.5250000 y_pred[131] 1.700000e+01 2.000000e+01 27.0000000 y_pred[132] 7.000000e+00 9.000000e+00 13.0000000 y_pred[133] 7.000000e+00 9.000000e+00 13.0000000 y_pred[134] 9.000000e+00 1.200000e+01 15.0000000 y_pred[135] 9.000000e+00 1.100000e+01 16.0000000 y_pred[136] 1.600000e+01 1.900000e+01 25.0000000 y_pred[137] 1.500000e+01 1.700000e+01 22.0000000 y_pred[138] 9.000000e+00 1.100000e+01 15.0000000 y_pred[139] 1.200000e+01 1.500000e+01 20.0000000 y_pred[140] 1.000000e+01 1.300000e+01 18.0000000 y_pred[141] 1.800000e+01 2.100000e+01 27.0000000 y_pred[142] 6.000000e+00 8.000000e+00 11.0000000 y_pred[143] 1.400000e+01 1.600000e+01 21.0000000 y_pred[144] 3.100000e+01 3.600000e+01 43.0000000 y_pred[145] 1.900000e+01 2.200000e+01 28.0000000 y_pred[146] 1.300000e+01 1.600000e+01 20.0000000 y_pred[147] 1.300000e+01 1.500000e+01 20.0000000 y_pred[148] 1.600000e+01 1.900000e+01 24.5250000 y_pred[149] 1.300000e+01 1.600000e+01 20.0000000 y_pred[150] 1.500000e+01 1.800000e+01 23.0000000 y_pred[151] 1.300000e+01 1.500000e+01 20.0000000 y_pred[152] 1.300000e+01 1.500000e+01 21.0000000 y_pred[153] 1.300000e+01 1.600000e+01 21.0000000 y_pred[154] 1.100000e+01 1.300000e+01 17.0000000 y_pred[155] 1.500000e+01 1.725000e+01 24.0000000 y_pred[156] 1.300000e+01 1.500000e+01 21.0000000 y_pred[157] 1.700000e+01 2.000000e+01 26.0000000 y_pred[158] 3.400000e+01 3.800000e+01 46.0000000 y_pred[159] 1.300000e+01 1.600000e+01 21.0000000 y_pred[160] 2.600000e+01 3.000000e+01 36.0000000 y_pred[161] 3.700000e+01 4.100000e+01 49.0000000 y_pred[162] 1.400000e+01 1.700000e+01 22.0000000 y_pred[163] 8.000000e+00 1.000000e+01 14.0000000 y_pred[164] 1.700000e+01 2.000000e+01 26.5250000 y_pred[165] 1.200000e+01 1.500000e+01 19.0000000 y_pred[166] 1.000000e+01 1.200000e+01 18.0000000 y_pred[167] 1.400000e+01 1.700000e+01 21.5250000 y_pred[168] 5.100000e+01 5.500000e+01 66.5250000 y_pred[169] 2.500000e+01 2.900000e+01 38.0000000 y_pred[170] 1.300000e+01 1.600000e+01 22.0000000 y_pred[171] 3.400000e+01 3.700000e+01 45.0000000 y_pred[172] 1.500000e+01 1.800000e+01 23.0000000 y_pred[173] 1.400000e+01 1.600000e+01 22.0000000 y_pred[174] 8.000000e+00 1.000000e+01 14.0000000 y_pred[175] 2.200000e+01 2.600000e+01 33.0000000 y_pred[176] 1.900000e+01 2.200000e+01 28.0000000 y_pred[177] 1.000000e+01 1.300000e+01 17.0000000 y_pred[178] 1.500000e+01 1.700000e+01 22.0000000 y_pred[179] 2.000000e+01 2.300000e+01 30.0000000 y_pred[180] 1.900000e+01 2.200000e+01 28.0000000 y_pred[181] 1.300000e+01 1.600000e+01 21.0000000 y_pred[182] 2.200000e+01 2.500000e+01 30.5250000 y_pred[183] 1.000000e+01 1.300000e+01 17.0000000 y_pred[184] 1.000000e+01 1.300000e+01 17.0000000 y_pred[185] 1.300000e+01 1.600000e+01 22.0000000 y_pred[186] 1.300000e+01 1.600000e+01 21.0000000 y_pred[187] 1.900000e+01 2.200000e+01 29.0000000 y_pred[188] 1.800000e+01 2.100000e+01 27.0000000 y_pred[189] 2.200000e+01 2.500000e+01 33.0000000 y_pred[190] 1.900000e+01 2.200000e+01 28.0000000 y_pred[191] 2.200000e+01 2.500000e+01 32.5250000 y_pred[192] 1.300000e+01 1.600000e+01 21.0000000 y_pred[193] 1.000000e+01 1.300000e+01 18.0000000 y_pred[194] 1.400000e+01 1.700000e+01 22.5250000 y_pred[195] 1.500000e+01 1.800000e+01 22.0000000 y_pred[196] 1.500000e+01 1.700000e+01 22.0000000 y_pred[197] 1.900000e+01 2.300000e+01 29.0000000 y_pred[198] 2.200000e+01 2.500000e+01 32.5250000 y_pred[199] 1.200000e+01 1.400000e+01 19.0000000 y_pred[200] 3.500000e+01 3.900000e+01 47.0000000 y_pred[201] 2.900000e+01 3.200000e+01 40.0000000 y_pred[202] 3.100000e+01 3.400000e+01 42.5250000 y_pred[203] 1.300000e+01 1.500000e+01 21.0000000 y_pred[204] 1.300000e+01 1.600000e+01 21.0000000 y_pred[205] 1.300000e+01 1.600000e+01 21.0000000 y_pred[206] 1.300000e+01 1.500000e+01 21.5250000 y_pred[207] 1.800000e+01 2.100000e+01 26.0000000 y_pred[208] 1.300000e+01 1.600000e+01 21.5250000 y_pred[209] 1.000000e+01 1.300000e+01 17.0000000 y_pred[210] 1.300000e+01 1.600000e+01 21.0000000 y_pred[211] 1.300000e+01 1.500000e+01 20.0000000 y_pred[212] 3.000000e+01 3.400000e+01 41.0000000 y_pred[213] 1.500000e+01 1.800000e+01 23.0000000 y_pred[214] 1.900000e+01 2.200000e+01 29.0000000 y_pred[215] 1.900000e+01 2.200000e+01 28.5250000 y_pred[216] 2.700000e+01 3.200000e+01 39.5250000 y_pred[217] 9.900000e+01 1.050000e+02 117.0000000 y_pred[218] 2.500000e+01 2.900000e+01 36.0000000 y_pred[219] 2.200000e+01 2.500000e+01 32.0000000 y_pred[220] 2.200000e+01 2.500000e+01 31.0000000 y_pred[221] 4.900000e+01 5.400000e+01 62.0000000 y_pred[222] 9.500000e+01 1.020000e+02 115.5250000 y_pred[223] 8.300000e+01 8.825000e+01 101.0000000 y_pred[224] 2.300000e+01 2.600000e+01 33.0000000 y_pred[225] 2.600000e+01 2.900000e+01 37.5250000 y_pred[226] 2.800000e+01 3.200000e+01 39.0000000 y_pred[227] 2.300000e+01 2.700000e+01 34.0000000 y_pred[228] 2.500000e+01 2.800000e+01 36.0000000 y_pred[229] 2.000000e+01 2.300000e+01 28.0000000 y_pred[230] 3.600000e+01 4.000000e+01 48.5250000 y_pred[231] 2.200000e+01 2.500000e+01 31.0000000 y_pred[232] 3.100000e+01 3.500000e+01 42.0000000 y_pred[233] 2.200000e+01 2.500000e+01 31.0000000 y_pred[234] 2.300000e+01 2.600000e+01 33.0000000 y_pred[235] 2.200000e+01 2.525000e+01 32.5250000 y_pred[236] 1.500000e+01 1.800000e+01 23.0000000 y_pred[237] 1.500000e+01 1.800000e+01 23.0000000 y_pred[238] 1.500000e+01 1.700000e+01 22.0000000 y_pred[239] 1.500000e+01 1.700000e+01 23.0000000 y_pred[240] 1.500000e+01 1.700000e+01 24.0000000 y_pred[241] 2.100000e+01 2.425000e+01 30.0000000 y_pred[242] 1.300000e+01 1.500000e+01 20.0000000 y_pred[243] 1.500000e+01 1.800000e+01 23.5250000 y_pred[244] 1.500000e+01 1.800000e+01 24.0000000 y_pred[245] 3.800000e+01 4.200000e+01 50.0000000 y_pred[246] 1.500000e+01 1.700000e+01 23.0000000 y_pred[247] 2.400000e+01 2.800000e+01 34.0000000 y_pred[248] 1.500000e+01 1.800000e+01 23.0000000 y_pred[249] 1.500000e+01 1.800000e+01 23.0000000 y_pred[250] 9.000000e+00 1.000000e+01 16.0000000 y_pred[251] 1.600000e+01 1.800000e+01 24.0000000 y_pred[252] 1.500000e+01 1.800000e+01 23.5250000 y_pred[253] 1.500000e+01 1.800000e+01 23.0000000 y_pred[254] 1.000000e+01 1.300000e+01 18.0000000 y_pred[255] 1.700000e+01 2.000000e+01 26.0000000 y_pred[256] 1.700000e+01 1.900000e+01 25.0000000 y_pred[257] 1.200000e+01 1.400000e+01 20.0000000 y_pred[258] 2.200000e+01 2.500000e+01 32.0000000 y_pred[259] 1.500000e+01 1.800000e+01 24.5250000 y_pred[260] 1.500000e+01 1.800000e+01 23.0000000 y_pred[261] 1.500000e+01 1.800000e+01 23.5250000 y_pred[262] 1.500000e+01 1.800000e+01 23.0000000 lp__ 1.760430e+04 1.760497e+04 17605.6589999