STAT 538A: Generalized Linear Models

• Course Organization

Office Hours in December

• Tuesday Dec. 4, Dec. 11, Dec. 18: 9-10 + 11-12

Course Project

• see this web page
• submit by noon Wednesday, Dec. 19

Current Course Material

Correlated data, Confounding

Current Assignments

• Assignment 4 follow-up (comments, model analysis)

Past Lecture Material

Past Assignments

Resources

R code from examples

Discussion materials

• nb.mit.edu
• NB Tutorial

Recommended texts

• Faraway, J. Extending the Linear Model with R (ELMR)
• Vittinghoff, E. et al, Regression Methods in Biostatistics (RMB)
• Cameron, A. and Trivedi, P., Regression Analysis of Count Data (RACD)
• Harrell, F. Regression modeling strategies (RMS)
• Simonoff, J. Analyzing Categorical Data

R stuff

• some R functions