Advanced Data Analysis II

CMU 36-402 (Spring 2010)

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Instructors Howard Seltman
232H Baker Hall
268-3938
hseltman@stat.cmu.edu
Class Schedule Tuesday & Thursday, 10:30-11:50 a.m.
BH A51
Syllabus pdf
Teaching Assistants Gary Klein
gklein@stat.cmu.edu
Jason Wadell
jwaddell@stat.cmu.edu

Handouts, Reading, and Homework

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Date Handouts Reading Homework
1/12/10 Questionnaire   H01.pdf   B0Results1.pdf   B0Comments1.pdf   B01.pdf   (Bumpus Article) Skim chapters 9&10  
1/14/10 H02.pdf   HW1.pdf (due 10:30AM 1/21) HW1Sol.pdf fullBumpus.txt fullBumpus.R HW1FakeCor.txt easy.txt easy.csv harder.csv hardest.csv tabbed.txt mylm.R
1/19/10 HO2.pdf      
1/19/10 H03.pdf   B0Results3.pdf   B0Comments3.pdf   SimClass.R    
1/21/10 H04.pdf   B0Results4.pdf   B0Comments4.pdf   Sleuth pp.85-103, 104-106, 111-112. HW2.pdf   HW2Sol.pdf   ARcorSim.R
1/26/10 H05.pdf   B0Results5.pdf   B0Comments5.pdf      
1/28/10 H06.pdf   B0Results6.pdf   B0Comments6.pdf   Sleuth pp. 304-320, Conceptual exercises 6&8 (pp 331,332,337) HW3.pdf   HW3Sol.pdf   case1102.csv  bost.csv
2/2/10 H07.pdf   B0Results7.pdf   B0Comments7.pdf   Sleuth pp.113-135, 149-168, 374-395  
2/4/10 H08.pdf   B0Results8.pdf   B0Comments8.pdf     HW4.pdf   case1302.csv  stepping.dat  case1301.csv  HW4p3.R HW4Sol.pdf   Writing4p3.pdf  
2/9/10 Class canceled      
2/11/10 H09.pdf   B0Results9.pdf   B0Comments9.pdf   Sleuth pp. 159-167, optional: pdf on FDR HW5.pdf   HW5Sol.pdf  
2/16/10 H010.pdf   B0Results10.pdf   B0Comments10.pdf   Sleuth Chapter 15  
2/18/10 H011.pdf   B0Results11.pdf   B0Comments11.pdf     HW6.pdf   HW6Sol.pdf  
2/23/10 H012.pdf   B0Results12.pdf   B0Comments12.pdf   Sleuth Chapter 16  
2/25/10 H013.pdf   B0Results13.pdf   B0Comments13.pdf   HW7.pdf   HW7Sol.pdf  
3/2/10 H014.pdf   B0Results14.pdf   B0Comments14.pdf   Sleuth Chapter 17  
3/4/10 H015.pdf   B0Results15.pdf   B0Comments15.pdf   HW8.pdf   HW8Sol.pdf  
3/16+18/10 SAS Workshop Mixed Model Chapter HW9.pdf   HW9Sol.pdf
3/23/10 H016.pdf   B0Comments16.pdf   Mixed Model Chapter  
3/25/10 H017.pdf   B0Results17.pdf   B0Comments17.pdf   HW10.pdf   HW10Sol.pdf  
3/23/10 H018.pdf   B0Results18.pdf   B0Comments18.pdf   Article (pages 1-4)  
4/1/10 H019.pdf   B0Results19.pdf   B0Comments19.pdf   HW11.pdf   dyads.dat   fundses.dat HW11Sol.pdf
4/6/10 H020.pdf   B0Results20.pdf   B0Comments20.pdf   Chapters 18 and 19  
4/8/10 H021.pdf   B0Results21.pdf   B0Comments21.pdf Chapters 20 and 21 HW12.pdf   ex1914.csv   ex2116.csv   case2201.csv   HW12Sol.pdf
4/11/10 H022.pdf   B0Results22.pdf   B0Comments22.pdf   Chapter 22  
4/13/10 Carnival    
4/20/10 H023.pdf   B0Results23.pdf   B0Comments23.pdf   Reading  
4/22/10 H024.pdf   B0Results24.pdf   B0Comments24.pdf    

Data and Code

SimClass.Reiv.RARcorSim.RDarwin.datrp.Rcase1102.csvbost.csvcase1302.csvstepping.datcase1301.csvHW4p3.Rex1514.csvcase1601.csvex1605.csvfakebeet.csvzipmap.R
Description File More info
Bumpus swallow data fullBumpus.txt Full version of case0201.csv
Simulation Class Creates print.simulation(), summary.simulation(), and plot.simulation()
Errors in variables regression simulator eiv() creates a simulation class object
AR(1) correlation regression simulator ARcorSim() creates a simulation class object
Data for Darwin's 1878 fertilization experiment For HW2, problem 4, from Sleuth p. 108
Function for residual plotting Residual plot vs. fit or x with optional save to pdf file
Data for blood brain barrier experiment For HW3, problem 1, from Sleuth pp. 307-312
Data for Boston housing (subset with missing data) For HW3, problem 2
Pygmalion data For HW4, problem 1
Exercise data For HW4, problem 2
Algal regrowth data For HW4, problem 3
Algal regrowth R code For HW4, problem 3
Firearm and motor vehicle deaths Sleuth example 15.14
Monkey memory data For HW7: Sleuth case 16.01
Nature / Nurture IQ data For HW7: Sleuth example 16.05
Fake beetle data For HW7
Chicago zip code mapper For HW8 problem 2d (17.14d)

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