The multivariate t distribution and other normal/independent multivariate distributions, such as the multivariate slash distribution and the multivariate contaminated distribution, are used for robust ...

Learn how to build a multivariate linear regression model step by step—no libraries, just pure C++ logic!

This paper surveys alternative testing criteria in the linear multivariate regression model, and investigates the possibility of conflict among them. We consider the asymptotic Wald, likelihood ratio ...

Group LAD-LASSO for multiple-trait analysis Now we turn to the multivariate regression for mapping multiple correlated traits, defined by ...

Multivariate adaptive regression splines (MARS) have useful features to effectively reduce the number of terms in a model.