Applied Multivariate Analysis

Using Bayesian and Frequentist Methods of Inference, Second Edition

Nonfiction, Science & Nature, Mathematics, Statistics
Cover of the book Applied Multivariate Analysis by S. James Press, Dover Publications
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: S. James Press ISBN: 9780486139388
Publisher: Dover Publications Publication: September 5, 2012
Imprint: Dover Publications Language: English
Author: S. James Press
ISBN: 9780486139388
Publisher: Dover Publications
Publication: September 5, 2012
Imprint: Dover Publications
Language: English
Geared toward upper-level undergraduates and graduate students, this two-part treatment deals with the foundations of multivariate analysis as well as related models and applications.
Starting with a look at practical elements of matrix theory, the text proceeds to discussions of continuous multivariate distributions, the normal distribution, and Bayesian inference; multivariate large sample distributions and approximations; the Wishart and other continuous multivariate distributions; and basic multivariate statistics in the normal distribution. The second half of the text moves from defining the basics to explaining models. Topics include regression and the analysis of variance; principal components; factor analysis and latent structure analysis; canonical correlations; stable portfolio analysis; classifications and discrimination models; control in the multivariate linear model; and structuring multivariate populations, with particular focus on multidimensional scaling and clustering.
In addition to its value to professional statisticians, this volume may also prove helpful to teachers and researchers in those areas of behavioral and social sciences where multivariate statistics is heavily applied. This new edition features an appendix of answers to the exercises.
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Geared toward upper-level undergraduates and graduate students, this two-part treatment deals with the foundations of multivariate analysis as well as related models and applications.
Starting with a look at practical elements of matrix theory, the text proceeds to discussions of continuous multivariate distributions, the normal distribution, and Bayesian inference; multivariate large sample distributions and approximations; the Wishart and other continuous multivariate distributions; and basic multivariate statistics in the normal distribution. The second half of the text moves from defining the basics to explaining models. Topics include regression and the analysis of variance; principal components; factor analysis and latent structure analysis; canonical correlations; stable portfolio analysis; classifications and discrimination models; control in the multivariate linear model; and structuring multivariate populations, with particular focus on multidimensional scaling and clustering.
In addition to its value to professional statisticians, this volume may also prove helpful to teachers and researchers in those areas of behavioral and social sciences where multivariate statistics is heavily applied. This new edition features an appendix of answers to the exercises.

More books from Dover Publications

Cover of the book Idylls of the King by S. James Press
Cover of the book The Malleus Maleficarum of Heinrich Kramer and James Sprenger by S. James Press
Cover of the book The Wedding Procession of the Rag Doll and the Broom Handle and Who Was in It by S. James Press
Cover of the book Painting Trees and Landscapes in Watercolor by S. James Press
Cover of the book Homefront Horrors by S. James Press
Cover of the book Problems in Thermodynamics and Statistical Physics by S. James Press
Cover of the book White Fang by S. James Press
Cover of the book The Jew of Malta by S. James Press
Cover of the book My House Burned Down and Now I Can See the Stars by S. James Press
Cover of the book Spanish-Colonial Architecture in the United States by S. James Press
Cover of the book Lectures on Ordinary Differential Equations by S. James Press
Cover of the book The Wit and Wisdom of Oscar Wilde by S. James Press
Cover of the book Integral, Measure and Derivative by S. James Press
Cover of the book Elements of Real Analysis by S. James Press
Cover of the book Illustrations and Ornamentation from The Faerie Queene by S. James Press
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy