36-401/607 Course Calendar
Last Updated Nov 3
| Lect. | Date | Topic | Assignment |
| 1 | Aug 29 | Intro | |
| 2 | Aug 31 | R Tutorial | |
| Sept 1 | |||
| 3 | Sept 5 | Regression Models | |
| 4 | Sept 7 | Simple Linear Regression | |
| Sept 8 | HW 1 Due | ||
| 5 | Sept 12 | Least Squares | |
| 6 | Sept 14 | MLE | |
| Sept 15 | HW 2 Due | ||
| 7 | Sept 19 | Diagnostics | |
| 8 | Sept 21 | Inference | |
| Sept 22 | HW 3 Due | ||
| 9 | Sept 26 | Prediction | |
| 10 | Sept 28 | More Inference | |
| Sept 29 | HW 4 Due | ||
| 11 | Oct 3 | Review | |
| 12 | Oct 5 | Test 1 | |
| Oct 6 | Data Exam 1 out | ||
| 13 | Oct 10 | Matrix Approach | |
| 14 | Oct 12 | Multiple Regression | |
| Oct 13 | Data Exam 1 Due | ||
| 15 | Oct 17 | Diagnostics | |
| 16 | Oct 19 | Polynomial Regression | |
| Oct 20 | HW 5 Due | ||
| 17 | Oct 24 | Multocollinearity | |
| 18 | Oct 26 | Inference | |
| Oct 27 | HW 6 Due | ||
| 19 | Oct 31 | Interactions | |
| 20 | Nov 2 | Outliers | |
| Nov 3 | HW 7 Due | ||
| 21 | Nov 7 | Model Selection | |
| 22 | Nov 9 | Review | |
| Nov 10 | HW 8 Due | ||
| 23 | Nov 14 | Test 2 | Data Exam 2 out |
| 24 | Nov 16 | Weighted Regression | |
| Nov 17 | |||
| 25 | Nov 21 | Weighted Least Squares | Data exam 2 due |
| 26 | Nov 23 | NO CLASS | |
| Nov 24 | |||
| 27 | Nov 28 | Variable Selection | |
| 28 | Nov 30 | nonparametric regression | |
| Dec 1 | HW 9 Due | ||
| 29 | Dec 5 | nonparametric regression | |
| 30 | Dec 7 | causation | |
| Dec 8 | HW 10 Due | ||