Math 5072 Schedule and Homework - Spring 2020

This a temporary schedule and will be updated as the semester goes.
Week Topic Reading Handout Homeworks and Exams
Week 1
01/13, 01/15, 01/17
Review of basic linear models,
Introduction to advanced linear models

Introduction
 
Week 2
01/22, 01/24
Generalized linear models I -- Introduction
GLM

Week 3
01/27, 01/29, 01/31
Generalized linear models II -- Logistic Model


Week 4
02/03, 02/05, 02/07
Generalized linear models III -- Poisson Model

HW1
Week 5
02/10, 02/12, 02/14
Linear Mixed-effects Model I -- Introduction
LMM

Week 6
02/17, 02/19, 02/21
Linear Mixed-effects Model II -- ML, REML

HW2
Car Data
Week 7
02/24, 02/26, 02/28
Linear Mixed-effects Model III -- Computation


Week 8
03/02, 03/04, 03/06
Linear Mixed-effects Model IV -- GEE

Midterm
Week 9
Spring Break      
Week 10
03/16, 03/18 , 03/20
Linear Mixed-effects Model V -- Diagnoses

 
Week 11
03/23, 03/25 , 03/27
Generalized Linear Mixed-effects Model I -- Estimation
GLMM
Hw3
Week 12
03/30, 04/01 , 04/03
Generalized Linear Mixed-effects Model II -- Tests


Week 13
04/06, 04/08 , 04/10
Generalized Linear Mixed-effects Model III -- Computation

HW4
Week 14
04/13, 04/15 , 04/17
Longitudinal Data I


Week 15
04/20, 04/22 , 04/24
Longitudinal Data II
   
Final Week 05/02    
Final Exam

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