Inspired by the analysis of variance (ANOVA) decomposition functions, we propose a Gaussian-uniform mixture model on high-dimensional torus which relies assumption that function wish to approximate can be well explained limited variable interactions. We consider three approaches, namely wrapped Gaussians, diagonal and products von Mises distributions. The sparsity is ensured fact its summands a...

Multivariate analysis of variance and profile are often used for comparison testing in a multivariate perspective. In this paper, we treatment data psychological study. Forty patients were randomly assigned to one four therapies with exactly ten per therapy. Three standard instruments assess outcome. These the Symptom Index Kleptomania Evaluation (SIKE), Social Functioning Disorder Inventory (S...