Multivariate T-Distributions and Their Applications

Almost all published results on multivariate t-distributions (spanning the last 50 years) are collected in this comprehensive reference. The book begins with theoretical probabilistic results and then presents statistical aspects. Generalizations and applications are dealt with in the final chapters, including material on estimation and regression models of special value for practitioners in statistics and economics. A comprehensive bibliography of over 350 references is included.

Almost all the results available in the literature on multivariate t-distributions published in the last 50 years are now collected together in this comprehensive reference. Because these distributions are becoming more prominent in many applications, this book is a must for any serious researcher or consultant working in multivariate analysis and statistical distributions. Much of this material has never before appeared in book form. The first part of the book emphasizes theoretical results of a probabilistic nature. In the second part of the book, these are supplemented by a variety of statistical aspects. Various generalizations and applications are dealt with in the final chapters. The material on estimation and regression models is of special value for practitioners in statistics and economics. A comprehensive bibliography of over 350 references is included.

Practically every result on multivariate t-distributions published in the last 50 years is brought together for the first time. Covers theoretical probabilistic results, statistical aspects, and generalizations and applications, including material on estimation and regression models of special value for practitioners in statistics and economics. More than 350 references are included.