The Skew-Normal and Related Families (Institute of Mathematical Statistics Monographs)

Azzalini, Adelchi

Published by Cambridge University Press, 2014
ISBN 10: 1107029279 / ISBN 13: 9781107029279
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Synopsis: Interest in the skew-normal and related families of distributions has grown enormously over recent years, as theory has advanced, challenges of data have grown, and computational tools have made substantial progress. This comprehensive treatment, blending theory and practice, will be the standard resource for statisticians and applied researchers. Assuming only basic knowledge of (non-measure-theoretic) probability and statistical inference, the book is accessible to the wide range of researchers who use statistical modelling techniques. Guiding readers through the main concepts and results, it covers both the probability and the statistics sides of the subject, in the univariate and multivariate settings. The theoretical development is complemented by numerous illustrations and applications to a range of fields including quantitative finance, medical statistics, environmental risk studies, and industrial and business efficiency. The author's freely available R package sn, available from CRAN, equips readers to put the methods into action with their own data.

Book Description: Blending theory and practice, this will be the standard resource for statisticians and applied researchers. Assuming only basic knowledge of (non-measure-theoretic) probability and statistical inference, it is accessible to the wide range of researchers who use statistical modelling techniques. The author's complementary R package helps readers put theory into practice.

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Title: The Skew-Normal and Related Families (...
Publisher: Cambridge University Press
Publication Date: 2014
Book Condition: very good

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Book Description CAMBRIDGE UNIVERSITY PRESS, United Kingdom, 2014. Hardback. Book Condition: New. Language: English . Brand New Book. Interest in the skew-normal and related families of distributions has grown enormously over recent years, as theory has advanced, challenges of data have grown, and computational tools have made substantial progress. This comprehensive treatment, blending theory and practice, will be the standard resource for statisticians and applied researchers. Assuming only basic knowledge of (non-measure-theoretic) probability and statistical inference, the book is accessible to the wide range of researchers who use statistical modelling techniques. Guiding readers through the main concepts and results, it covers both the probability and the statistics sides of the subject, in the univariate and multivariate settings. The theoretical development is complemented by numerous illustrations and applications to a range of fields including quantitative finance, medical statistics, environmental risk studies, and industrial and business efficiency. The author s freely available R package sn, available from CRAN, equips readers to put the methods into action with their own data. Bookseller Inventory # AAA9781107029279

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Book Description CAMBRIDGE UNIVERSITY PRESS, United Kingdom, 2014. Hardback. Book Condition: New. Language: English . Brand New Book. Interest in the skew-normal and related families of distributions has grown enormously over recent years, as theory has advanced, challenges of data have grown, and computational tools have made substantial progress. This comprehensive treatment, blending theory and practice, will be the standard resource for statisticians and applied researchers. Assuming only basic knowledge of (non-measure-theoretic) probability and statistical inference, the book is accessible to the wide range of researchers who use statistical modelling techniques. Guiding readers through the main concepts and results, it covers both the probability and the statistics sides of the subject, in the univariate and multivariate settings. The theoretical development is complemented by numerous illustrations and applications to a range of fields including quantitative finance, medical statistics, environmental risk studies, and industrial and business efficiency. The author s freely available R package sn, available from CRAN, equips readers to put the methods into action with their own data. Bookseller Inventory # AAA9781107029279

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Book Description Cambridge University Press, 2014. Book Condition: New. The standard resource for statisticians and applied researchers. Accessible to the wide range of researchers who use statistical modelling techniques. Series: Institute of Mathematical Statistics Monographs. Num Pages: 270 pages, 100 b/w illus. 60 exercises. BIC Classification: KCHS; PBT. Category: (P) Professional & Vocational. Dimension: 229 x 156 x 21. Weight in Grams: 556. . 2014. 1st Edition. Hardcover. . . . . . Bookseller Inventory # V9781107029279

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Book Description Cambridge University Press. Book Condition: New. The standard resource for statisticians and applied researchers. Accessible to the wide range of researchers who use statistical modelling techniques. Series: Institute of Mathematical Statistics Monographs. Num Pages: 270 pages, 100 b/w illus. 60 exercises. BIC Classification: KCHS; PBT. Category: (P) Professional & Vocational. Dimension: 229 x 156 x 21. Weight in Grams: 556. . 2014. 1st Edition. Hardcover. . . . . Books ship from the US and Ireland. Bookseller Inventory # V9781107029279

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