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

York Summer Programme in Data Analysis

June 2009

John Fox

Course Materials

• Lecture Notes: Review of  Linear Models, Logit and Probit Models, Generalized Linear Models
• R script files: Linear-models.R, Logit-models.R, GLMs.R, marginal-effects.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.txt	BEPS.pdf
  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
  Wrld Value Survey data	WVS.txt	WVS.pdf
  Chilean plebiscite data	Chile (car package)	?Chile	Chile.R
  Canadian occupational prestige data	Prestige (car package)	?Prestige	Prestige.R

Last modified: 6 June 2009 by John Fox <jfox AT mcmaster.ca>.