Linear Models, Logit and Probit Models, and Generalized Linear Models

York Summer Programme in Data Analysis

2010

John Fox

Course Materials

• Lecture notes: Review of  Linear Models, Logit and Probit Models, Generalized Linear Models
• Supporting materials: Notes on dummy-variable regression, Notes on maximum-likelihood information, Extended MLE example
• R script files: Linear-models.R, Logit-models.R, GLMs.R
• Exercises: Linear models, Logit and probit models, Generalized linear models
  
• Data sets for examples and exercises:

  Data Set	Data	Codebook	R Code for Answers
  British Election Panel Study	BEPS (effects package)	?BEPS
  Long's data on research productivity of doctoral students in biochemistry	Long.txt	Long.pdf	Long.R
  Canadian Survey of Labour and Income Dynamics (SLID)	SLID-Ontario.txt	SLID-Ontario.pdf
  U.N. social indicators data	UnitedNations.txt	UnitedNations.pdf	UN.R
  World Value Survey data	WVS (effects package)	?WVS
  Chilean plebiscite data	Chile (car package)	?Chile	Chile.R
  Canadian occupational prestige data	Prestige (car package)	?Prestige	Prestige.R

Last modified: 10 April 2010 by John Fox <jfox AT mcmaster.ca>.