Multivariate Sstatistics: A Vector Space Approach

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Mathematics - Mathematical Statistics
Multivariate Sstatistics: A Vector...

Multivariate Sstatistics: A Vector Space Approach

Name: Multivariate Sstatistics: A Vector Space Approach
ISBN: 9780940600690

Morris L. Eaton

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Building from his lecture notes, Eaton (mathematics, U. of Minnesota) has designed this text to support either a one-year class in graduate-level multivariate courses or independent study. He presents a version of multivariate statistical theory in which vector space and invariance methods replace to a large extent more traditional multivariate methods. Using extensive examples and exercises Eaton describes vector space theory, random vectors, the normal distribution on a vector space, linear statistical models, matrix factorization and Jacobians, topological groups and invariant measures, first applications of invariance, the Wishart distribution, inferences for means in multivariate linear models and canonical correlation coefficients. Eaton also provides comments on selected exercises and a bibliography.

Κατηγορίες:

Mathematics - Mathematical Statistics

Έτος:

2007

Εκδότης:

Institute of Mathematical Statistics

Γλώσσα:

english

Σελίδες:

519

ISBN 10:

0940600692