On a Class of Rank Order Tests for Independence in Multivariate Distributions (Classic Reprint) - Softcover
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Excerpt from On a Class of Rank Order Tests for Independence in Multivariate Distributions
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About the Author
Pranab K. Sen is the Cary C. Boshamer Professor of Biostatistics and Professor of Statistics and Operations Research at the University of North Carolina, Chapel Hill. He is the author or co-author of numerous textbooks in statistics and biostatistics, and editor or co-editor of numerous volumes in the same field. He has more than 600 publications in leading statistics journals and has supervised 83 doctoral students. Sen is a Fellow of both the Institute of Mathematical Statistics and the American Statistical Association. In 2002 he was Senior Noether Awardee for his lifelong contributions to nonparametrics and received the Commemoration Medal from the Czech Union of Physicists and Mathematicians in 1998.
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On a Class of Rank Order Tests for Independence in Multivariate Distributions
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Paperback. Condition: New. Print on Demand. This book explores a class of nonparametric tests for the statistical independence of multivariate distributions. The author offers alternatives to classical tests of multidimensional independence and develops strictly distribution-free permutation tests. The asymptotic properties of these proposed tests are studied using a theorem on the asymptotic distribution of a class of rank-order statistics. The provided tests are shown to be consistent and reasonably efficient for association alternatives. The author emphasizes the importance of extending these tests to problems of pair-wise independence and provides solutions for such cases. The book contributes to the field of nonparametric statistics by providing new, reliable methods for testing independence in complex multivariate distributions, making it an essential resource for researchers and statisticians working with multivariate data. This book is a reproduction of an important historical work, digitally reconstructed using state-of-the-art technology to preserve the original format. In rare cases, an imperfection in the original, such as a blemish or missing page, may be replicated in the book. print-on-demand item. Seller Inventory # 9781332953349_0
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On a Class of Rank Order Tests for Independence in Multivariate Distributions Classic Reprint
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On a Class of Rank Order Tests for Independence in Multivariate Distributions Classic Reprint
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