Intro Regression
Welcome to Intro Regression!
1
Getting Started
1.1
How to use this book
1.2
Review: Intro Statistics and R
2
Simple Linear Regression
2.1
Getting started
2.2
Foundation
2.3
Inference
2.4
Prediction
2.5
Checking conditions
2.6
Partioning variability
2.7
Derivation for slope and intercept
3
Analysis of Variance
4
Multiple Linear Regression
5
Model Selection
6
Logistic Regression
7
Multinomial Logistic Regression
8
Special Topics
9
Data Sets
Published with bookdown
Intro Regression
Chapter 5
Model Selection