---
title: "Common statistical tests are linear models: a work through"
author: "Steve Doogue"
date: "2019-07-09"
tags: [Models, Package]
link: "https://steverxd.github.io/Stat_tests/"
length_weight: "3%"
pinned: false
---

This is a minimal example of using the bookdown package to write a book. The output format for this example is bookdown::gitbook. [...] This is a reworking of the book Common statistical tests are linear models (or: how to teach stats), written by Jonas Lindeløv. The book beautifully demonstrates how many common statistical tests (such as the t-test, ANOVA and chi-squared) are special cases of the linear model. The book also demonstrates that many non-parametric tests, which are needed when certain test assumptions do not hold, can be approximated by linear models using the rank of values. ...
