****************************************** ************ Bio/Stat 571 *************** ****************************************** Summary of Lecture Hour: +++ WEEK 1 +++ Mon 04 Jan 2010: Introduction (Notes pp. 1--20) Wed 06 Jan 2010: Correlation / Weighting EXER #1 handed out (Notes pp. 21--43) Fri 08 Jan 2010: GLM review (Notes pp. 44--82) +++ WEEK 2 +++ Mon 11 Jan 2010: Ordinal data models / multinomial (Notes pp. 84--103) Wed 13 Jan 2010: POM / CRM EXER #1 Due / EXER #2 handed out (Notes pp. 104--113) Fri 15 Jan 2010: CRM / Overdispersion (Notes pp. 114--125) +++ WEEK 3 +++ Mon 18 Jan 2010: HOLIDAY Wed 20 Jan 2010: Exercise Discussion / Overdispersion EXER #2 Due / EXER #3 handed out (Notes pp. 125--135) Fri 22 Jan 2010: Overdispersion (Notes: pp. 135--143.9 and 171) +++ WEEK 4 +++ Mon 25 Jan 2010: Overdispersion / Negative Binomial MLE (Notes: pp. 171--178) Wed 27 Jan 2010: Estimating Eqns EXER #3 Due / EXER #4 handed out (Notes: pp. 178--185, 149-164) Fri 29 Jan 2010: Linear Model for Correlated Data (Notes: pp. 189--204) +++ WEEK 5 +++ Mon 01 Feb 2010: Linear Model for Correlated Data / Discussion! (Notes: pp. 205--210) Wed 03 Feb 2010: Exer 4 Discussion / Linear Model EXER #4 Due / EXER#5 handed out (Notes: pp. 211--220) Fri 05 Feb 2010: Lin Model Correlated Data (Notes: pp. 220--237) +++ WEEK 6 +++ Mon 08 Feb 2010: Lin Model / Covariance (Notes: pp. 238--264) Wed 10 Feb 2010: Linear Mixed Model EXER#5 Due (Notes: pp. 265--271-5) Fri 12 Feb 2010: LMM and Maximum Likelihood Midterm handed out (Notes: pp. 271--285) +++ WEEK 7 +++ Mon 15 Feb 2010: HOLIDAY Wed 17 Feb 2010: LMM (Notes: pp. 286--300) Fri 19 Feb 2010: LMM Midterm Due / EXER #6 handed out (Notes: pp. 300--307) +++ WEEK 8 +++ Mon 22 Feb 2010: Linear Mixed Model and R/S+ (Notes: pp. 307--316) Wed 24 Feb 2010: REML and Empirical Bayes EXER #6 Due / EXER #7 handed out (Notes: pp. 317--340) Fri 26 Feb 2010: Intro GEE (Notes: pp. 343--358) +++ WEEK 9 +++ Mon 01 Mar 2010: GEE / example (Notes: pp. 359--388) Wed 03 Feb 2010: GEE extensions EXER #7 Due / EXER #8 handed out (Notes: pp. 389--398) Fri 05 Mar 2010: GLMM Introduction (Notes: pp. 399--429) +++ WEEK 10 +++ Mon 08 Mar 2010: Model Interpretation (Notes: pp. 430--445) Wed 10 Feb 2010: Conditional Logistic Regression EXER #8 Due / Final Exam handed out (Notes: pp. 446--466) Fri 12 Mar 2010: GLMM Likelihood and Bayes (Notes: pp. 467--END)