10 MOST POPULAR STATISTICAL HYPOTHESIS TESTING METHODS USING PYTHON

Source: Deep Learning on Medium

Types of Hypothesis Testing Methods

a . Chi-Squared Test ( Correlation Tests )

b.Analysis of Variance Test (ANOVA) ( Parametric Statistical Hypothesis Tests)

c. Student’s t-test ( Parametric Statistical Hypothesis Tests)

d. Shapiro-Wilk Test ( Normality Tests)

e. D’Agostino’s K² Test ( Normality Tests)

f. Pearson’s Correlation Coefficient ( Correlation Tests )

g. Spearman’s Rank Correlation ( Correlation Tests )

h. Kruskal-Wallis H Test ( Nonparametric Statistical Hypothesis Tests)

i. Friedman Test ( Nonparametric Statistical Hypothesis Tests)

j. Mann-Whitney U Test ( Nonparametric Statistical Hypothesis Tests)