Methods of Multivariate StatisticsISBN: 978-0-471-22381-8
Hardcover
728 pages
July 2002
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Abbreviations and Notations.
Preface.
Multivariate Methods: An Overview.
Multivariate Normal Distributions.
Outliers Detection and Normality Check.
Inference on LocationHotelling's T2.
Repeated Measures.
Multivariate Analysis of Variance.
Profile Analysis.
Classification and Discrimination.
Multivariate Regression.
Growth Curve Models.
Principal Component Analysis.
Factor Analysis.
Inference on Covariance Matrices.
Correlations.
Missing Observations: General Case.
Missing Observations: Monotone Sample.
Bootstrapping.
Imputting Missing Data.
Some Results on Matrices.
Tables.
Bibliography.