I Preface
Introduction
Cheat Sheet
Statistical Foundations
- Testing Basics
- Math Notation
II Two Sample Inference
Introduction
Choosing a Test
- Power
1 Two Sample t-Test
- How It Works
- Code
2 Permutation Test
3 Wilcoxon Rank-Sum
- 3.1 How It Works
- 3.2 Code
4 Mann-Whitney
III Matched Pairs
Introduction
- Background
Cheatsheet
5 Paired t-Test
- 5.1 How It Works
- 5.2 Code
  - 5.2.1 R
  - 5.2.2 Python
6 Paired Permutation Test
- 6.1 How It Works
- 6.2 Code
7 Wilcoxon Signed-Rank Test
- 7.1 Usage
- 7.2 Procedure
8 Sign Test
IV Correlation
Summary Sheet
- Background
- When To Use What
9 Parametric OLS
10 Permutation Test for Slope
- 10.1 Usage
  - 10.1.1 Assumptions
- 10.2 How it Works
  - 10.2.1 p-value
11 Spearman’s Rank Correlation
- 11.1 Usage
12 Kendall’s Tau
- 12.1 How it Works
- 12.2 Limitations
Published with Bookdown on GitHub

Nonparametric Handbook

A Data Analyst’s Guide to Statistical Testing

Ishaan Dey

January 2021

All content is licensed under CC-BY-NC .