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Multivariate Statistical Analysis: Old School 2

ByJohn Marden

A thorough introduction to multivariate statistical analysis, covering the multivariate normal distribution, linear models (MANOVA, GMANOVA, multivariate regression, growth curves), covariance models (factor analysis, invariant normal models, independence and conditional independence), classification, clustering, principal components, canonical correlations, and multidimensional scaling. The approach is old school, i.e., mathematically rigorous, although presented in such a way that the reader can learn the basic methodology while delving into the justification as much or as little as desired.

Details

Publication Date
Oct 1, 2011
Language
English
Category
Science & Medicine
Copyright
All Rights Reserved - Standard Copyright License
Contributors
By (author): John Marden

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Format
PDF

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