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Multivariate Analysis (Probability and Mathematical Statistics)

 
9780124712515: Multivariate Analysis (Probability and Mathematical Statistics)
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This long-awaited revision combines a theoretical and data analytic approach to the subject, whilst emphasising modern developments in the field. Topics covered include econometrics, principal component analysis, factor analysis, canonical correlation analysis, discriminate analysis, cluster analysis, multi-dimensional scaling and directional data. Several methods of presentation, which helped make the first edition popular with professional statisticians and students alike, are used. For example, the data matrix is emphasised throughout, and density-free approach is given to normal theory. Tests are constructed using the likelihood ratio principle and the union intersection principle, and graphical methods are used in explanation. This work combines theoretical and data analytic approach. Appendices provide background of matrix algebra, univariate statistics and statistical tables. It offers a concise presentation.

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Edited by K. V. Mardia

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Otras ediciones populares con el mismo título

9780124712522: Multivariate Analysis (Probability and Mathematical Statistics)

Edición Destacada

ISBN 10: 0124712525 ISBN 13: 9780124712522
Editorial: Academic Press, 1980
Tapa blanda

9780124712508: Multivariate Analysis (Probability and mathematical statistics)

Academ..., 1979
Tapa dura