Permutation Tests for Stochastic Ordering and ANOVA: Theory and Applications wit

Description: Permutation Tests for Stochastic Ordering and ANOVA by Dario Basso, Fortunato Pesarin, Luigi Salmaso, Aldo Solari Permutation testing for multivariate stochastic ordering and ANOVA designs is a fundamental issue in many scientific fields such as medicine, biology, pharmaceutical studies, engineering, economics, psychology, and social sciences. This book presents new advanced methods and related R codes to perform complex multivariate analyses. FORMAT Paperback LANGUAGE English CONDITION Brand New Publisher Description Permutation testing for multivariate stochastic ordering and ANOVA designs is a fundamental issue in many scientific fields such as medicine, biology, pharmaceutical studies, engineering, economics, psychology, and social sciences. This book presents new advanced methods and related R codes to perform complex multivariate analyses. The prerequisites are a standard course in statistics and some background in multivariate analysis and R software. Notes Easy to understand multivariate methods for testing for a trend and for complex experimental designsAvailability of R functions for all multivariate testing problemsEasy to understand treatment of ordinal and continuous data Back Cover Permutation testing for multivariate stochastic ordering and ANOVA designs is a fundamental issue in many scientific fields such as medicine, biology, pharmaceutical studies, engineering, economics, psychology, and social sciences. This book presents new advanced methods and related R codes to perform complex multivariate analyses. The prerequisites are a standard course in statistics and some background in multivariate analysis and R software. Dario Basso is a Post Doctoral Fellow at the Department of Management and Engineering of University of Padova His main research interests include permutation tests and design of experiments. Fortunato Pesarin is Full Professor of Statistics at the Department of Statistics of the University of Padova. His main research interests include nonparametric methods, bootstrap methods, and permutation tests. He has published a leading book on multivariate permutation tests based on nonparametric combination methodology. Luigi Salmaso is Associate Professor of Statistics at the Department of Management and Engineering of the University of Padova. His main research interests include permutation methods, multiple tests, and design of experiments. He has published more than 70 papers on permutation methods and design of experiments in international peer-reviewed journals. Aldo Solari is a Post Doctoral Fellow at the Department of Chemical Process Engineering of the University of Padova. His main research interest is resampling-based multiple testing methods. Table of Contents I Stochastic Ordering.- Ordinal Data.- Multivariate Ordinal Data.- Multivariate Continuous Data.- Permutation Tests.- II Nonparametric ANOVA.- Nonparametric One-Way ANOVA.- Synchronized Permutation Tests in Two-way ANOVA.- Permutation Tests for Unreplicated Factorial Designs. Review From the reviews:"…Contributions to the permutation test literature are useful and handy…This latest…, from the camp of established leaders in this field, is no exception…Overall, this is an excellent book that should be read… widely, instead of just by those researchers working with permutations methods… A serious book that would make an excellent contribution to the professional library of any serious statistician, whether or not this statistician has previously used permutation tests." (Biometrics)"Students in courses on permutation methods and theoretical or applied statisticians interested in permutation methods. … The text contains the necessary formulas and algorithms for those who want to study the theoretical foundation of the methods that are presented, but also examples … are useful for the more applied statistician. … The book could be used as a textbook for an advanced course in statistics covering these subjects or as a reference book for theoretical or applied statisticians interested in permutation tests." (Andreas Rosenblad, International Statistical Review, Vol. 78 (3), 2010) Long Description Permutation testing for multivariate stochastic ordering and ANOVA designs is a fundamental issue in many scientific fields such as medicine, biology, pharmaceutical studies, engineering, economics, psychology, and social sciences. This book presents new advanced methods and related R codes to perform complex multivariate analyses. The prerequisites are a standard course in statistics and some background in multivariate analysis and R software. Review Quote From the reviews:…Contributions to the permutation test literature are useful and handy…This latest…, from the camp of established leaders in this field, is no exception…Overall, this is an excellent book that should be read… widely, instead of just by those researchers working with permutations methods… A serious book that would make an excellent contribution to the professional library of any serious statistician, whether or not this statistician has previously used permutation tests. (Biometrics)Students in courses on permutation methods and theoretical or applied statisticians interested in permutation methods. … The text contains the necessary formulas and algorithms for those who want to study the theoretical foundation of the methods that are presented, but also examples … are useful for the more applied statistician. … The book could be used as a textbook for an advanced course in statistics covering these subjects or as a reference book for theoretical or applied statisticians interested in permutation tests. (Andreas Rosenblad, International Statistical Review, Vol. 78 (3), 2010) Feature Easy to understand multivariate methods for testing for a trend and for complex experimental designs Availability of R functions for all multivariate testing problems Easy to understand treatment of ordinal and continuous data Details ISBN0387859551 Author Aldo Solari Short Title PERMUTATION TESTS FOR STOCHAST Series Lecture Notes in Statistics Language English ISBN-10 0387859551 ISBN-13 9780387859552 Media Book Format Paperback Series Number 194 Year 2009 Imprint Springer-Verlag New York Inc. Place of Publication New York, NY Country of Publication United States DEWEY 519.538 Birth 1966 Subtitle Theory and Applications with R Edition 2009th DOI 10.1007/978-0-387-85956-9 AU Release Date 2009-04-28 NZ Release Date 2009-04-28 US Release Date 2009-04-28 UK Release Date 2009-04-28 Pages 218 Publisher Springer-Verlag New York Inc. Edition Description 2009 ed. Publication Date 2009-04-28 Illustrations XIV, 218 p. Audience Professional & Vocational We've got this At The Nile, if you're looking for it, we've got it. With fast shipping, low prices, friendly service and well over a million items - you're bound to find what you want, at a price you'll love! TheNile_Item_ID:96266732;

Price: 207.23 AUD

Location: Melbourne

End Time: 2024-11-27T02:32:46.000Z

Shipping Cost: 13.59 AUD