We propose a test of independence of two multivariate random vectors, given a sample from the underlying population. Our approach is based on the estimation of mutual information, whose decomposition ...

This is a preview. Log in through your library . Abstract There is frequently interest in testing that a scalar or vector time series is I(0), possibly after first-differencing or other detrending, ...

Statistical testing in Python offers a way to make sure your data is meaningful. It only takes a second to validate your data ...

The Wilcoxon Rank Sum Test is a non-parametric means of comparing data between two sets. It operates as a useful alternative ...