Bayesian methods are developed for the multivariate nonparametric regression problem where the domain is taken to be a compact Riemannian manifold. In terms of the latter, the underlying geometry of ...

Kocherlakota Subrahmaniam, Recent Trends in Multivariate Normal Distribution Theory: On the Zonal Polynomials and Other Functions of Matrix Argument, Sankhyā: The Indian Journal of Statistics, Series ...

Recent advances in estimation techniques have underscored the growing importance of shrinkage estimation and balanced loss functions in the analysis of multivariate normal distributions.