WClasses

STAT 831 - Generalized Linear Models and Applications

Review of normal linear regression and maximum likelihood estimation. Computational methods, including Newton-Raphson and iteratively reweighted least squares. Binomial regression; the role of the link function. Goodness-of-fit, goodness-of-link, leverage. Poisson regression models. Generalized linear models. Other topics in regression modelling.

Prerequisites

Corequisites

None

Antirequisites

STAT431.

Offerings

Fall 2025 [1259]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	6298	16 / 40	13:00 - 14:20	M,W

Fall 2023 [1239]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	6146	18 / 30	08:30 - 09:50	M,W

Fall 2022 [1229]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	7251	0 / 30

Fall 2021 [1219]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	6234	18 / 30				Leilei Zeng

Fall 2020 [1209]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 041	6130	28 / 50				Cecilia Cotton

Fall 2019 [1199]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	5950	25 / 30	11:30 - 12:50	T,Th	STP 105	Yeying Zhu

Fall 2018 [1189]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	5796	16 / 21	11:30 - 12:50	T,Th	STC 0020	Cecilia Anne Cotton

Fall 2017 [1179]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	5890	12 / 20	14:30 - 15:50	T,Th	STC 0020	Peisong Han

Fall 2016 [1169]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	5868	13 / 20	10:30 - 11:20	M,W,F	STC 0010	Matthias Schonlau
TUT 101	7563	13 / 20	16:30 - 17:20	W	STC 0010	Matthias Schonlau

Fall 2015 [1159]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	6135	8 / 25	16:30 - 17:20	M,W,F	QNC 2502	Wayne Oldford

Fall 2014 [1149]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	5802	11 / 25	14:30 - 15:50	T,F	MC 2066	Kun Liang

Fall 2013 [1139]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	5458	19 / 25	13:00 - 14:20	T,Th	RCH 307	Cecilia Anne Cotton

Fall 2012 [1129]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	5389	21 / 25	13:00 - 14:20	T,Th	MC 4045	Cecilia Anne Cotton

Fall 2011 [1119]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	5219	17 / 30	13:00 - 14:20	T,Th	MC 2038	Cecilia Anne Cotton

Fall 2010 [1109]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	5265	16 / 30	13:00 - 14:20	T,Th	MC 2054	Cecilia Anne Cotton

Fall 2009 [1099]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	5005	16 / 30	13:00 - 14:20	T,Th	MC 2038	Cecilia Anne Cotton

Fall 2008 [1089]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	3897	19 / 30	13:00 - 14:20	T,Th	DWE 2527	Richard J Cook

Fall 2007 [1079]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	3620	26 / 30	13:00 - 14:20	T,Th	AL 211	Richard J Cook

Fall 2006 [1069]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	3522	27 / 30	13:00 - 14:20	T,Th	MC 4063	Richard J Cook

Fall 2005 [1059]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	3520	24 / 30	13:00 - 14:20	T,Th,R,C,H		Richard J Cook

Fall 2004 [1049]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	3527	15 / 20	13:00 - 14:20	T,Th,R,C,H		Richard J Cook

Fall 2003 [1039]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	3472	7 / 25	13:00 - 14:20	T,Th,R,C,H		Richard J Cook

Fall 2002 [1029]

Section	Class	Enrolled	Time	Days	Location	Instructor
LEC 001	4887	17 / 25	12:30 - 14:20	T,Th,M,C		Richard J Cook

Fall 2001 [1019]

Section	Class	Enrolled	Time	Days	Location	Instructor
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STAT 831 leads to

ACTSC 936 - Longitudinal Data Analysis

STAT 836 - Introduction to the Analysis of Spatial Data in Health Research

STAT 837 - Analysis of Longitudinal Data in Health Research

STAT 936 - Analysis of Longitudinal Data

STAT 932 - Classification and Prediction in High Dimensional Analysis in Health Research