EPG3510 - Examples

This repository intends to replicate the examples of the book Regression: Models, Methods and Applications by Ludwig Fahrmeir, Thomas Kneib, Stefan Lang and Brian Marx. This book is the main book of Advanced Statistical Methods I (EPG3510) of the Doctoral Program in Statistics of the Pontificia Universidad Católica de Chile.

The main purpose is to serve as a self-study. The R language was used because the community is familiar with this software.

This repository contains the RMarkdowns, script used, and compiled HTML’s.

To read just the result, here is the table of contents:

1. Introduction
2. Regression Models
3. Classical Linear Model
4. Extensions of the Classical Linear Model
5. .

If you want to check the source code for, for example, know how to write the equation in Latex, explore this repository.

Any observation, correction, or improvement, you are welcome to write an issue.