Preface to the Second Edition; Preface to the First Edition; Contents; Vector and Matrix Algebra; Groups, Jacobian of Some Transformations, Functions and Spaces; Multivariate Distributions and Invariance; Properties of Multivariate Distributions; Estimators of Parameters and Their Functions; Basic Multivariate Sampling Distributions; Tests of Hypotheses of Mean Vectors; Tests Concerning Covariance Matrices and Mean Vectors; Discriminant Analysis; Principal Components; Canonical Correlations; Factor Analysis; Bibliography of Related Recent Publications.
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The second edition of this text adds topics in properties and characterization of symmetric distribution, elliptically symmetric multivariate distributions, singular symmetric distributions, estimation of covariance matrices, tests of mean against one-sided alternatives and more.
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Multivariate statistical analysis.
0824747135
Multivariate analysis.
Mathematical Statistics.
MATHEMATICS-- Probability & Statistics-- Multivariate Analysis.