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 | ||