JessicaDeCunha / Hypothesis_Testing_in_Python

In this repo you will find a variety of statistical hypothesis tests.

Hypothesis Testing in Python

If loving data is wrong, I don't ever want to be right

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In this repo you will find a variety of hypothesis tests.

Table of contents

1. Stationary Tests
   • Augmented Dickey-Fuller Unit Root Test
   • Kwiatkowski-Phillips-Schmidt-Shin
2. Correlation Tests
   • Chi-Squared Test
   • Kendall's Rank Correlation
   • Pearson's Correlation Coefficient
   • Spearman's Rank Correlation
3. Normality Tests
   • Anderson-Darling Test
   • D'Agostino's K^2 Test
   • Shapiro-Wilk Test
4. Parametric Statistical Hypothesis Tests
   • Paired Students T-Test
   • Students T-Test
   • Analysis of Variance Test (ANOVA)
5. Nonparametric Statistical Hypothesis Tests
   • [Mann-Whitney U Test]
   • [Wilcoxon Signed-Rank Test]
   • [Kruskal-Wallis H Test]
   • [Friedman Test]