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Multivariate Statistical Analysis Textbk

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ISBN 10: 9812791752 / ISBN 13: 9789812791757
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Bibliographic Details

Title: Multivariate Statistical Analysis Textbk

Book Condition:New

About this title

Synopsis:

This textbook presents a classical approach to some techniques of multivariate analysis in a simple and transparent manner. It offers clear and concise development of the concepts; interpretation of the output of the analysis; and criteria for selection of the methods, taking into account the strengths and weaknesses of each. With its roots in matrix algebra, for which a separate chapter has been added as an appendix, the book includes both data-oriented techniques and a reasonable coverage of classical methods supplemented by comments about robustness and general practical applicability. It also illustrates the methods of numerical calculations at various stages.

This self-contained book is ideal as an advanced textbook for graduate students in statistics and other disciplines like social, biological and physical sciences. It will also be of benefit to professional statisticians.

The author is a former Professor of the Indian Statistical Institute, India.

Contents: Organization of Multivariate Data; Multivariate Normal Distributions and Related Distributions; Distributions Arising Out of the Multivariate Normal Distribution; Testing of Hypotheses; Multivariate Regression Analysis; Multivariate Analysis of Variance and Covariance; Principal Component Analysis; Factor Analysis; Canonical Correlation; Classification and Discrimination.

Review:

This book provides an accessible lecture on multivariate statistical analysis suitable for researchers and graduate students from statistics, econometrics and biometrics. It provides an excellent source of reference, can be used as a course text, and will help to stimulate further research into this flourishing topic. --Mathematical Reviews

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