Math 6040/7260 tentative schedule and handouts (expect frequent updates)
pre-lecture notes(last update: Apr 28)
Topics:
| Monday | Wednesday | Friday | HW |
|---|---|---|---|
| 01/13 Intro | 01/15 Git | 01/17 linear algebra review | HW1 |
| 01/20 no class (MLK day) | 01/22 no class (snow day) | 01/24 Null Space | |
| 01/27 R Basics [Rmd] | 01/29 Statistical populations | 01/31 Simple linear regression | Lab 1 [Rmd][html] |
| 02/03 Sum of squares | 02/05 R-square | 02/07 Lab 2 [Rmd][html] | |
| 02/10 Statistical model of SLR | 02/12 Inference of SLR | 02/14 Lab 3 [Rmd][html] | HW2 [Duncan’s data] |
| 02/17 Inference of SLR | 02/19 Multiple linear regression | 02/21 Lab 4 [Rmd][html] | |
| 02/24 Multiple linear regression | 02/26 Dummy variables | 02/28 Lab 5 [Rmd][html] | |
| 03/03 no class (Mardi Gras) | 03/05 no class (Mardi Gras) | 03/07 no class (Mardi Gras) | |
| 03/10 Dummy variable | 03/12 Leverage and influence | 03/14 Lab 6 [Rmd][html] | |
| 03/17 Added variable plot | 03/19 Quantile comparison plot | 03/21 Midterm exam | |
| 03/24 Midterm exam | 03/26 Non-linearity | 03/28 Presentation & Midterm review | |
| 03/31 Collinearity | 04/02 Principal component analysis | 04/04 Lab 7 [Rmd][html] | HW3 |
| 04/07 Ridge regression | 04/09 Lasso regression and model selection | 04/11 Presentation, sequential model selection & one-way Anova | |
| 04/14 two-way Anova | 04/16 no class (Lagniappe Holiday) | 04/18 Lab 8 [Rmd][html] | |
| 04/21 higher-way Anova | 04/23 ANCOVA | 04/25 Lab 9 [Rmd][html] | |
| 04/28 Multiple comparison | 04/30 Cochran’s theorem, Bootstrap & Logistic regression |