Biostat 200C
Course Schedule
BIOSTAT 200C tentative schedule and handouts (expect frequent updates)
Zoom link: https://ucla.zoom.us/j/176728998, for call in dial +1-669-900-6833 and enter meeting ID 176 728 998
ELMR stands for the textbook Extending the Linear Model with R.
| Week | Tuesday | Thursday | Homework |
|---|---|---|---|
| 1 | 3/31 course introduction and logistics [html] | 4/2 review of linear regression (ELMR 1) [Rmd, html] | HW1 [Rmd, html] |
| 2 | 4/7 binary response (ELMR 2) [Rmd, html] | 4/9 | |
| 3 | 4/14 binomial response (ELMR 3) [Rmd, html] | 4/16 more on logistic reg. (ELMR 4) [Rmd, html] | HW2 [Rmd, html] |
| 4 | 4/21 Poisson regression (ELMR 5) [Rmd, html] | 4/23 contingency tables (ELMR 6) [Rmd, html] | |
| 5 | 4/28 multinomial data (ELMR 7) [Rmd, html] | 4/30 GLM (ELMR 8) [Rmd, html] | HW3 [Rmd, html] |
| 6 | 5/5 survival outcome (DB 10) [Rmd, html] | 5/7 mixed models (ELMR 10) [Rmd, html] | |
| 7 | 5/12 | 5/14 midterm | HW4 [Rmd, html] |
| 8 | 5/19 longitudinal data (ELMR 11) [Rmd, html] | 5/21 GLMM (ELMR 13) [Rmd, html] | |
| 9 | 5/26 midterm review | 5/28 HW4 hints | |
| 10 | 6/2 nonparametric regression (ELMR 14) [Rmd, html] | 6/4 GAM (ELMR 15) [Rmd, html] | final [Rmd, html] |