Math 6040/7260 tentative schedule and handouts (expect frequent updates)
pre-lecture notes(last update: Apr 26)
Topics:
| Monday | Wednesday | Friday | HW |
|---|---|---|---|
| 01/18 Intro | 01/20 Git | ||
| 01/23 linear algebra review | 01/25 probability review | 01/27 R basics [Rmd][HTML] | HW1 |
| 01/30 R basics | 02/01 R basics (cont.) | 02/03 Lab 1 [Rmd][HTML] | |
| 02/06 simple linear regression | 02/08 simple correlation | 02/10 Lab 2 [Rmd][HTML] | |
| 02/13 statistical model of SLR | 02/15 statistical inference of SLR | 02/17 Lab 3 [Rmd][HTML] | HW2 |
| 02/20 no class (Mardi Gras Holiday) | 02/22 multiple linear regression | 02/24 Lab 4 [Rmd][HTML] | |
| 02/27 multiple correlation | 03/01 dummy variable regression | 03/03 Lab 5 [Rmd][HTML] | |
| 03/06 interactions | 03/08 midterm exam | 03/10 midterm continues | |
| 03/13 unusual data | 03/15 midterm review | 03/17 Lab 6 [Rmd][HTML] | HW3 |
| 03/20 non-normality | 03/20 nonlinearity | 03/20 data transformation | |
| 03/27 collinearity | 03/29 principle component analysis | 03/31 ridge regression | |
| 04/03 no class (spring break) | 04/05 no class (spring break) | 04/07 no class (spring break) | |
| 04/10 lasso regression and model selection | 04/12 one-way anova | 04/14 Lab 7 [Rmd][HTML] | |
| 04/17 two-way anova | 04/19 ancova | 04/21 Lab 8 [Rmd][HTML] | |
| 04/24 linear contrast, multiple comparison | 04/26 bootstrap and logistic regression | 04/28 Lab 9 [Rmd][HTML] |