Statistics

Linear regression with scipy.stats

Linear regression with scikit learn

One sample t-test and Wilcoxon signed rank test

t-tests for testing the difference between two groups of data

Mann Whitney U-test

Analysis of variance (ANOVA)

Multi-comparison with Tukey’s test and the Holm-Bonferroni method

Multiple comparison of non-normally distributed data with the Kruskal-Wallace test

Confidence Interval for a single proportion

Chi-squared test

Fisher’s exact test

Distribution fitting to data