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Methods of multivariate analysis/ Alvin C Rencher and William F Christensen

By: Contributor(s): Material type: TextTextLanguage: English Series: Wiley Series in Probability and StatisticsPublication details: New Jersey: John Wiley, 2012Edition: 3rdDescription: xxv, 758 pages tables; 24 cmISBN:
  • 9780470178966
Subject(s): DDC classification:
  • SA.07 R396
Contents:
Introduction -- Matrix algebra -- Characterizing and displaying multivariate data -- The Mutivariate normal distribution -- Tests on one or two mean vectors -- Multivariate analysis of variance -- Tests on covariance matrices -- Discriminant analysis: description of group separation -- Classification analysis: allocation of observations to groups -- Multivariate regression -- Canonical correlation -- Principal component analysis -- Exploratory factor analysis -- Confirmatory factor analysis -- Cluster analysis -- Graphical procedures
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Includes bibliography and index

Introduction -- Matrix algebra -- Characterizing and displaying multivariate data -- The Mutivariate normal distribution -- Tests on one or two mean vectors -- Multivariate analysis of variance -- Tests on covariance matrices -- Discriminant analysis: description of group separation -- Classification analysis: allocation of observations to groups -- Multivariate regression -- Canonical correlation -- Principal component analysis -- Exploratory factor analysis -- Confirmatory factor analysis -- Cluster analysis -- Graphical procedures

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