********************************************** *** Biostat 540 -- Spring Quarter 2005 *** ********************************************** ***Week 1 *** Tu 29 Mar 2005 -- Introduction to longitudinal data (lecture notes pp. 1--19). Th 31 Mar 2005 -- Correlation and Weighting (lecture notes pp. 20--52) ***Week 2 *** Tu 05 Apr 2005 -- Linear Mixed Model (lecture notes pp. 53--60, 70--88) Th 07 Apr 2005 -- EDA and LMM in Stata (lecture notes pp. 89--120) ***Week 3 *** Tu 12 Apr 2005 -- LMM and Serial Correlation / SAS (lecture notes pp. 61--66) Th 14 Apr 2005 -- Intro GEE / More on LMM Estimation & Inference (lecture notes pp. 67--69, 127--150 ) ***Week 4 *** Tu 19 Apr 2005 -- LMM Estimation & Inference / Mean Models (lecture notes pp. 151--170) Th 21 Apr 2005 -- Mean Models: Pre/Post Randomized (lecture notes pp. 171--209) ***Week 5 *** Tu 26 Apr 2005 -- Mean Models: Models for Time (lecture notes pp. 210--244) Th 28 Apr 2005 -- Mean Models: Models for Time (lecture notes pp. 244--286) ***Week 6 *** Tu 03 May 2005 -- GEE (lecture notes pp. 287--327) Th 05 May 2005 -- GEE examples, small N clusters (lecture notes pp. 328--350 ) ***Week 7 *** Tu 10 May 2005 -- GEE examples, small N clusters (lecture notes pp. 351--385) Th 12 May 2005 -- Missing Data Issues (lecture notes pp. 386--409) ***Week 8 *** Tu 17 May 2005 -- Missing Data Issues (lecture notes pp. 410--423) Th 19 May 2005 -- Generalized Linear Mixed Models (lecture notes pp. 424--448) ***Week 9 *** Tu 24 May 2005 -- GLMMs / Transition Models (lecture notes pp. 449--465) Th 26 May 2005 -- Time-dependent Covariates (lecture notes pp. 466--486) ***Week 10*** Tu 31 May 2005 -- Time-dependent Covariates (lecture notes pp. 487--511) Th 02 Jun 2005 -- Multi-Level Models (lecture notes pp. 558--588)