dcor.independence

Functions for testing independence of several distributions.

The functions in this module provide methods for testing if the samples generated from two random vectors are independent.

Functions

distance_correlation_t_statistic(x, y)

Statistic used in distance_correlation_t_test().

distance_correlation_t_test(x, y)

Test of independence for high dimension.

distance_covariance_test(x, y, *[, ...])

Test of distance covariance independence.

partial_distance_covariance_test(x, y, z, *)

Test of partial distance covariance independence.