# 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.

##### 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

- 1-sample t-test
- 2-sample t-test and Paired t
- 1-way Anova
- 2-way Anova
- Unbalanced anova with one obs dropped
- Fixed effects Nested Anova

3. Inferential Statistics

4. Regression

5. Complex Linear Models

6. Some Theory on LM

### Generalized Linear Models

- Introduction
- Binomial
- Poisson
- Gamma
- Some Theory on GLM

### Other GLM

- Introduction
- Multinomial Logistic
- Ordered Logit Model
- Negative Binomial Model
- Some Theory on other GLM