Raccoon

Statistical Models with R

Raccoon is a web book by Enrico Pegoraro about Statistical Models with R. It covers topics of Quantide course Statistical Models with R.

Licensing information
Acknowledgements
This web book is the result of work of my colleagues:
Enrico Pegoraro, who wrote all previous versions of this book, Veronica Giro, who reviewed and reassembled all these materials. However, it would not have been possible without the sharing of knowledge, information, ideas, doubts and even criticisms of many individuals on the internet. I would like to extend my sincere thanks to all of them.
Andrea Spanò,
Quantide S.r.l.

 

Contents

Linear models

1. Introduction

2. T-test, Anova

3. Inferential Statistics

4. Regression

5. Complex Linear Models

6. Some Theory on LM

Generalized Linear Models

  1. Introduction
  2. Binomial
  3. Poisson
  4. Gamma
  5. Some Theory on GLM

Other GLM

  1. Introduction
  2. Multinomial Logistic
  3. Ordered Logit Model
  4. Negative Binomial Model
  5. Some Theory on other GLM