BIOSTAT 200C tentative schedule and handouts (expect frequent updates)
BruinLearn: https://bruinlearn.ucla.edu/courses/183009
ELMR stands for the textbook Extending the Linear Model with R.
| Week | Tuesday | Thursday | Homework | |
|---|---|---|---|---|
| 1 | 4/1/25 course introduction and logistics html, Rmd | 4/3/25 review of linear regression (ELMR Ch1) html, Rmd | HW1 html, Rmd | |
| 2 | 4/8/25 binary response (ELMR Ch2) Rmd, html; MLE Rmd, html | 4/10/25 Binary cont. | HW1 Due | |
| 3 | 4/15/25 binomial response (ELMR Ch3) Rmd, html | 4/17/25 more on logistic reg. (ELMR Ch4) Rmd, html | HW2 html, Rmd | |
| 4 | 4/22/25 Poisson regression (ELMR Ch5) Rmd, html | 4/24/25 contingency tables (ELMR 6) Rmd, html | HW2 Due | Bonus html, Rmd |
| 5 | 4/29/25 multinomial data (ELMR Ch7) Rmd, html | 5/1/25 GLM (ELMR Ch8) Rmd, html | HW3 html, Rmd | |
| 6 | 5/6/2025 sample/preparation list | 5/8/25 Midterm | HW3 Due/HW4 html, Rmd | |
| 7 | 5/13/25 mixed models (ELMR Ch10) Rmd, html | 5/15/25 continue | HW5 html, Rmd | |
| 8 | 5/20/25 longitudinal data (ELMR Ch11) Rmd, html | 5/22/25 GLMM (ELMR Ch13) Rmd, html | HW4 Due | |
| 9 | 5/27/25 GEE/midterm review | 5/29/25 class cancelled | HW5 Due | |
| 10 | 6/3/25 nonparametric regression (ELMR Ch14) Rmd, html Supplementary Materials Rmd, html; and workflow | 6/5/25 GAM (ELMR Ch15) Rmd, html | HW5 Due/Take home Final html, Rmd |