Hotelling’s T-square is a statistic for a multivariate test of differences between the mean values of two groups. The null hypothesis is that centroids don’t differ between two groups.
Hotelling’s T-square is used in multiple analysis of variance (MANOVA), and in multiple analysis of covariance (MANCOVA).
A related statistic is Hotelling’s Trace coefficient.