Multivariate Analysis

Wojtek J. Krzanowski,F. H. C. Marriott

Format
Hardback
Publisher
John Wiley and Sons Ltd
Country
United States
Published
28 June 2010
Pages
464
ISBN
9780470711026

Multivariate Analysis

Wojtek J. Krzanowski,F. H. C. Marriott

This first volume of a two part work on multivariate analysis concentrates on what might be termed the ‘basic’ techniques: topics covered range from initial inspection and graphical display of multivariate data through informal data-based methods such as principal components, canonical variates and multi-dimensional scaling, to inferential procedures such as two-sample hypothesis tests and the multivariate general linear model. The latter procedures are based on the multivariate normal distribution, so a comprehensive chapter on distribution theory lays the necessary foundations. Whilst full technical details are supplied, the emphasis throughout is on providing a readble and ‘user-friendly’ presentation.

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