API List¶

Ball functions¶

A complete list of all ball functions provided by Ball.

Ball divergence, ball covariance, and ball correlation statistics¶

These functions compute the estimators for the ball divergence, ball covariance, and ball correlation.

`Ball.bd`
`Ball.bcov`
`Ball.bcor`

Ball Divergence based Equality of Distributions Test¶

Performs the nonparametric two-sample or K-sample Ball Divergence test for equality of multivariate distributions.

Ball.bd_test

Ball Covariance based (joint) independence Test¶

Ball Covariance test of independence. Ball covariance are generic dependence measures in Banach spaces.

Ball.bcov_test

Ball Correlation based Sure Independence Screening (BCor-SIS)¶

Generic non-parametric sure independence screening (SIS) procedure based on Ball Correlation. Ball correlation is a generic measure of dependence in Banach spaces.

Ball.bcorsis