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Methods of multivariate analysis

Author: Alvin C Rencher; William F Christensen
Publisher: Hoboken, New Jersey : Wiley, [2012] ©2012
Series: Wiley series in probability and statistics.
Edition/Format:   Print book : English : Third editionView all editions and formats
Summary:
"This new edition, now with a co-author, offers a complete and up-to-date examination of the field. The authors have streamlined previously tedious topics, such as multivariate regression and MANOVA techniques, to add newer, more timely content. Each chapter contains exercises, providing readers with the opportunity to test and extend their understanding. The new edition also presents several expanded topics in  Read more...
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Document Type: Book
All Authors / Contributors: Alvin C Rencher; William F Christensen
ISBN: 9780470178966 0470178965
OCLC Number: 779530098
Description: xxv, 758 pages ; 25 cm.
Contents: 1 Introduction --
2 Matrix Algebra --
3 Characterizing and Displaying Multivariate Data --
4 The Multivariate Normal Distribution --
5 Tests on One or Two Mean Vectors --
6 Multivariate Analysis of Variance --
7 Tests on Covariance Matrices --
8 Discriminant Analysis : Description of Group Separation --
9 Classification Analysis : Allocation of Observations to Groups --
10 Multivariate Regression --
11 Canonical Correlation --
12 Principal Component Analysis --
13 Exploratory Factor Analysis --
14 Confirmatory Factor Analysis --
15 Cluster analysis --
16 Graphical Procedures.
Series Title: Wiley series in probability and statistics.
Responsibility: Alvin C. Rencher, William F. Christensen, Department of Statistics, Brigham Young University, Provo, UT.

Abstract:

This new edition, now with a co-author, offers a complete and up-to-date examination of the field. The authors have streamlined previously tedious topics, such as multivariate regression and MANOVA  Read more...

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