Biostat 200C
Course Schedule
BIOSTAT 200C tentative schedule and handouts (expect frequent updates)
BruinLearn: https://bruinlearn.ucla.edu/courses/160230
ELMR stands for the textbook Extending the Linear Model with R.
| Week | Tuesday | Thursday | Homework |
|---|---|---|---|
| 1 | 4/4/23 course introduction and logistics html, Rmd | 4/6/23 review of linear regression (ELMR Ch1) html, Rmd | HW1 html, Rmd |
| 2 | 4/11/23 binary response (ELMR Ch2) Rmd, html | 4/13/23 binary response (ELMR Ch2) cont. | HW1 Due |
| 3 | 4/18/23 binomial response (ELMR Ch3) Rmd, html | 4/20/23 more on logistic reg. (ELMR Ch4) Rmd, html Deviance Rmd, html | HW2 html, Rmd |
| 4 | 4/25/23 Poisson regression (ELMR Ch5) Rmd, html | 4/27/23 contingency tables (ELMR 6) Rmd, html | HW2 Due/HW3 html, Rmd |
| 5 | 5/2/23 multinomial data (ELMR Ch7) Rmd, html | 5/4/23 GLM (ELMR Ch8) Rmd, html | HW3 Due/HW4 html, Rmd |
| 6 | 5/9/23 mixed models (ELMR Ch10) Rmd, html | 5/11/23 longitudinal data (ELMR Ch11) Rmd, html | |
| 7 | 5/16/23 midterm | 5/18/23 GLMM (ELMR Ch13) Rmd, html | HW4 Due |
| 8 | 5/23/23 survival outcome (DB Ch10) Rmd, html | 5/25/23 midterm review | HW5 html, Rmd |
| 9 | 5/30/23 nonparametric regression (ELMR Ch14) Rmd, html Supplemenatry Materials Rmd, html | 6/1/23 | HW5 Due |
| 10 | 6/6/23 GAM (ELMR Ch15) Rmd, html | 6/8/23 Tree (ELMR Ch16) Rmd, html | Take home Final html, Rmd |