04_header_anova-and-regression.qmd

---
title: "ANOVA and Regression"
format: html
embed-resources: false
---


## Text Outline
This text covers the basics of:

1. Exploring data
2. One-sample tests
3. Two-sample tests
4. **ANOVA and linear regression**
5. Generalized linear models
6. Some special topics
7. Maybe a bit about power calculations...


## Part Outline
This part of the text contains the chapters on various ways to perform ANOVA and linear regression: 

- One-Way ANOVA
- Two-way ANOVA
- Welch's ANOVA
- Kruskal-Wallace Test
- Tukey HSD Post-Hoc Test
- Repeated Measures ANOVA
- Random Intercept Models
- Correlation Matrices and Covariances
- Multiple Regression (linear)
- Polynomial regression