On S.N. Roy's legacy to multivariate analysis

Kanti V. Mardia

I describe here my connection with two of the major contributions of S.N. Roy: namely the Jacobians of complicated transformations for various exact distributions, rectangular coordinates and the Bartlett decomposition. Their applications have appeared in directional statistics, shape analysis and now in statistical bioinformatics.