********************************************** *** Biostat 540 -- Spring Quarter 2016 *** ********************************************** ***Week 1 *** Tue 29 Mar 2016 -- Introduction to longitudinal data (lecture notes pp. 1-22.2) Thu 31 Mar 2016 -- Correlation and Weighting / Intro LMM (lecture notes pp. 22.3-40) ***Week 2 *** Tue 05 Apr 2016 -- Linear mixed model / correlation and random effects (lecture notes pp. 41-60) Thu 07 Apr 2016 -- Linear mixed model / serial correlation / example (lecture notes pp. 61-95, 111-127) ***Week 3 *** Tue 12 Apr 2016 -- Linear mixed model (derived variable) (lecture notes pp. 127 interpret, 96-109) Thu 14 Apr 2016 -- Linear mixed model / theory and SAS (lecture notes pp. 139-178) ***Week 4 *** Tue 19 Apr 2016 -- Mean models / (look at GEE, return later) (lecture notes pp. 179-181, 182-196) Thu 21 Apr 2016 -- Pre/Post analysis (lecture notes pp. 197-224) ***Week 5 *** Tue 26 Apr 2016 -- Non-randomized Pre/Post, Mean Models (lecture notes pp. 225-240) Thu 28 Apr 2016 -- MIDTERM OUT / Flexible Mean Models (lecture notes pp. 240-281) ***Week 6 *** Tue 03 May 2016 -- Flexible Mean Models / GEE (lecture notes pp. 282-313, 314-340) Thu 05 May 2016 -- Generalized Estimating Equations (lecture notes pp. 341-355) ***Week 7 *** Tue 10 May 2016 -- MIDTERM EXAM DUE / no lecture today Thu 12 May 2016 -- GEE / count data / small number of clusters (lecture notes pp. 355-383) ***Week 8 *** Tue 17 May 2016 -- Generalized Linear Mixed Models (lecture notes pp. 384-388, 389--466) Thu 19 May 2016 -- Missing Data (L. Zelnick) (lecture notes pp. 389-438) ***Week 9 *** Tue 24 May 2016 -- Missing Data Review / GLMMs (lecture notes pp. 439-466) Thu 26 May 2016 -- Generalized Linear Mixed Models (lecture notes pp. 467-495) ***Week 10*** Tue 31 May 2016 -- FINAL OUT / Multilevel Models (lecture notes pp. 495-502, pp. 503- ) Thu 02 June 2016 -- Time-dependent Covariates (lecture notes pp. ) FINAL EXAM DUE == 09 June 2016