Basic Matrix Theory and Linear Algebra; Multivariate Distributions; Distribution Expansions; Multivariate Linear Models
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"This book presents the authors' personal selection of topics in multivariate statistical analysis with an emphasis on tools and techniques. Topics included range from definitions of multivariate moments, multivariate distributions, asymptotic distributions of commonly used statistics and density approximations to a modern treatment of multivariate linear models. The theory used is based on matrix algebra and linear spaces and applies lattice theory in a systematic way. The book will be of particular interest to researchers but could also be appropriate as a textbook for graduate courses on multivariate analysis or matrix algebra."--Jacket