Tests of Goodness of Fit

Functions

General Goodness-of-fit tests

Chi-squared goodness-of-fit test chi_squared_test

Conducts the Shapiro-Wilk test for normality shapiro_wilk_normality_test

Performs a Lilliefors test for normality lilliefors_normality_test

Performs a chi-squared test for normality chi_squared_normality_test

One-sample continuous data Kolmogorov-Smirnov kolmogorov_one

Two-sample continuous data Kolmogorov-Smirnov kolmogorov_two

Mardia’s test for multivariate normality multivar_normality_test

Anderson-Darling test for normality ad_normality_test

Cramer-Von Mises test for normality cvm_normality_test

Tests for Randomness

Runs test, Paris-serial test, d2 test or triplets tests randomness_test