This is an approximate schedule. I will update it as needed during the semester.
| 08/24 - 08/28 | Review of probability and Bayes' theorem |
| Lab Fri. 8/28 | |
| Reading: Berry Chapters 4 and 5 | |
| 08/31 - 09/03 | Bayesian inference for proportions |
| Reading: GCSR, Section 2.1 - 2.5 | |
| 09/09 - 09/11 | Summarizing posterior distributions |
| 09/07 Labor Day; no class | |
| Lab Fri. 09/11 | |
| 09/14 - 09/18 | Other 1-parameter models |
| Reading: GCSR Section 2.6-2.9 | |
| 09/21 - 09/25 | Intro to multiparameter models |
| Lab Fri. 09/25 | |
| Reading: GCSR Ch 3 | |
| 09/28 - 10/02 | Bayesian computing |
| Midterm 1 | |
| Reading: GCSR Ch 10 and GCSR Sections 11.1-11.6, 11.10 | |
| 10/05 - 10/09 | Hierarchical models |
| Lab Fri. 10/09 | |
| Reading: GCSR, Ch. 5 | |
| selections from WinBUGS manual | |
| 10/12 - 10/16 | Hierarchical models; More Bayesian computing |
| 10/19 - 10/23 | Bayesian Regression |
| Reading: GCSR Ch 14 | |
| Lab Fri. 10/23 | |
| 10/26 - 10/30 | Hierarchical regression models |
| Midterm 2 | |
| 11/02 - 11/06 | Hierarchical, continued; model checking and comparison |
| Project proposals due Mon. 11/02 | |
| Lab. Fri. 11/06 | |
| Reading: GCSR Ch. 6 | |
| 11/09 - 11/13 | Hypothesis testing, etc. continued |
| 11/16 - 11/20 | Special topics |
| Project interim reports due Wed. 11/18 | |
| Lab. Fri. 11/20 | |
| Reading: Lee Ch 7 | |
| 11/23 - 11/27 | No class |
| 11/30 - 12/04 | Special topics; empirical Bayes methods |
| Reading: Carlin and Louis, Ch. 3 | |
| 12/07 - 12/11 | Project presentations and review |
| Projects due 12/07 | |
| Lab Fri. 12/11 | |
| 12/14 | Final exam, 2:15 |