****************************************** ************ Bio/Stat 571 *************** ****************************************** Summary of Lecture Hour: +++ WEEK 1 +++ Wed 03 Jan 2007: Introductions (Notes pp. 1--20) Fri 05 Jan 2007: Course Overview / Correlation / Weighting EXER #1 handed out (Notes pp. 21--43) +++ WEEK 2 +++ Mon 08 Jan 2007: GLM Review (Notes pp. 45--83) Wed 10 Jan 2007: Intro Ordinal Data Models (Notes pp. 84--100) Fri 05 Jan 2007: EXER #1 Due / EXER #2 handed out (Notes pp. 101--109, 112--113) +++ WEEK 3 +++ Mon 15 Jan 2007: HOLIDAY Wed 17 Jan 2007: POM and CRM Models; Example with WESDR data (Notes pp. 110-111; 114--127) Fri 19 Jan 2007: HW#2 Discussion / Intro Quasilikelihood and Overdispersion EXER #2 Due / EXER #3 handed out (Notes pp. 128--135) +++ WEEK 4 +++ Mon 22 Jan 2007: QL and model misspecification (Notes pp. 136--144) Wed 24 Jan 2007: Negative Binomial Models (Notes pp. 162--176) Fri 26 Jan 2007: Discuss Q1 from Ex#3; NB Likelihood EXER #3 Due / EXER #4 handed out (Notes pp. 177-185) +++ WEEK 5 +++ Mon 29 Jan 2007: Estimating Equations / General Linear Model (Notes pp. 149--165; 186-193) Wed 31 Jan 2007: GLMCD (Notes pp. 194--206) Fri 02 Feb 2007: GLMCD EXER #4 Due / EXER#5 handed out (HW discussion; notes pp. 206--213) +++ WEEK 6 +++ Mon 05 Feb 2007: WLS Estimation / Missing data (Notes pp. 213--216, 218--235) Wed 07 Feb 2007: EDA / Efficiency (Notes pp. 234-248, 249--260) Fri 09 Feb 2007: Variogram / Intro LMM EXER#5 Due / Midterm handed out (Notes pp. 261--267, 268--277) +++ WEEK 7 +++ Mon 12 Feb 2007: LMM model / using SAS (Notes pp. 278--299.7) Wed 14 Feb 2007: LMM ML/REML and lme() (Notes pp. 299.8--307.7) Fri 16 Feb 2007: LMM / EB Midterm Due / EXER #6 handed out (Notes pp. 307.8 -- 328 ) +++ WEEK 8 +++ Mon 19 Feb 2007: HOLIDAY Wed 21 Feb 2007: EB / GEE (Notes pp. 329 -- 338) Fri 23 Feb 2007: GEE EXER #6 Due / EXER #7 handed out (Notes pp. 339 -- 365) +++ WEEK 9 +++ Mon 26 Feb 2007: GEE (Notes pp. 365 -- 389) Wed 28 Feb 2007: GEE / Intro GLMM (Notes pp. 390 -- 428, selected) Fri 01 Mar 2007: Intro GLMM model & interpretation EXER #7 Due / EXER #8 handed out (Notes pp. 430--445) +++ WEEK 10 +++ Mon 05 Mar 2007: Conditional Logistic Regression (Notes pp. 446 -- 465) Wed 07 Feb 2007: GLMM -- maximum likelihood (Notes pp. 466 -- ) Fri 09 Mar 2007: EXER #8 Due / Final Exam handed out