Multivariate Analysis

Wojtek J. Krzanowski, F. H. C. Marriott (Autoren)

Buch | Hardcover

320 Seiten

1994
Hodder Arnold (Verlag)
978-0-340-59326-4 (ISBN)

Infos

Multivariate analysis is a common and important statistical technique used whenever more than one characteristic is observed on each individual entity being studied. This two-volume work provides comprehensive coverage of the available techniques for analyzing data in this form.

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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.

Inhalt

Multivariate distributions; initial data analysis; projections and linear transformations; distance methods and ordination; inference - estimation and hypothesis testing; multivariate linear models; nonlinear models; appendix - normal theory sampling distributions.

Produkt-Details

• Erscheint lt. Verlag: 2.6.1994
• Reihe/Serie: Kendall's Library of Statistics ; v. 1
• Zusatzinfo: bibliography, index
• Verlagsort: London
• Sprache: englisch
• Maße: 160 x 240 mm
• Gewicht: 626 g
• Themenwelt: Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
• ISBN-10: 0-340-59326-1 / 0340593261
• ISBN-13: 978-0-340-59326-4 / 9780340593264
• Zustand: Neuware