16 Specialized regression

Lessons in Statistical Thinking

Preface
1-18 from ModernDive
Statistical Thinking
Appendices

Table of contents

Outliers
Zero-one variables
Counts
Classifiers

16 Specialized regression

Outliers

Use rlm()

Zero-one variables

Use `glm(family=binomial)

Counts

Use glm(family=poisson)

Classifiers

CART?

15 Categorical response variables

18 Machine learning