R scripts for ELM 2nd Edition

Here are the R scripts for the second edition of Extending the Linear Model with R (2016).

• 1 Introduction
• 2 Binary Response
• 3 Binomial and Proportion Responses
• 4 Variations on Logistic Regression
• 5 Count Regression
• 6 Contingency Tables
• 7 Multinomial Data
• 8 Generalized Linear Models
• 9 Other GLMs
• 10 Random Effects
• 11 Repeated Measures and Longitudinal Data
• 12 Bayesian Mixed Effect Models
• 13 Mixed Effect Models for Nonnormal Responses
• 14 Nonparametric Regression
• 15 Additive Models
• 16 Trees
• 17 Neural Networks

or get them all as ELM2scripts.zip.