Charting the Non-Parametric Odyssey: Statistical Frameworks for Distribution-Free Hypothesis…

Charting the Non-Parametric Odyssey: Statistical Frameworks for Distribution-Free Hypothesis Testing

Gauging the Mechanics of the Sign and Wilcoxon Signed Rank Tests

Contents

1. Introduction
2. Tool 1: One-Sample Sign Test
3. Tool 2: Two-Sample Sign Test
4. Limitations of the Sign Test
5. Tool 3: One-Sample Wilcoxon Signed Rank Test
6. Wilcoxon Signed Rank Test: Possible Complications
7. Tool 4: Two-Sample Wilcoxon Signed Rank Test
8. Conclusion

Introduction

Statistics is the corpus of instruments of knowledge that allow us to infer from data …

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