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Robust tests for the multivariate Behrens–Fisher problem:

Lix, Lisa M. ; Keselman, H.J. ; Hinds, Aynslie M.
Computer Methods and Programs in Biomedicine.  77 (2005)  2 - p. 129-139 , 2005
Link: https://doi.org/10.1016/j.cmpb.2004.09.002