Introduction to Robust Estimation and Hypothesis Testing
2nd Revised edition
By (author) Rand R. Wilcox
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Introduction to Robust Estimation and Hypothesis Testing by Rand R. Wilcox
Book DescriptionThis revised book provides a thorough explanation of the foundation of robust methods, incorporating the latest updates on R and S-Plus, robust ANOVA (Analysis of Variance) and regression. It guides advanced students and other professionals through the basic strategies used for developing practical solutions to problems, and provides a brief background on the foundations of modern methods, placing the new methods in historical context. Author Rand Wilcox includes chapter exercises and many real-world examples that illustrate how various methods perform in different situations. "Introduction to Robust Estimation and Hypothesis Testing, Second Edition" focuses on the practical applications of modern, robust methods which can greatly enhance our chances of detecting true differences among groups and true associations among variables. It covers latest developments in robust regression. It covers latest improvements in ANOVA. It includes newest rank-based methods, and describes with illustrated easy to use software.
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Book DetailsISBN: 9780127515427
(229mm x 152mm x 44mm)
Imprint: Academic Press Inc
Publisher: Elsevier Science Publishing Co Inc
Publish Date: 22-Jan-2005
Country of Publication: United States
Books By Author Rand R. Wilcox
Understanding and Applying Basic Statistical Methods Using R, Hardback (July 2016)
Features a straightforward and concise resource for introductory statistical concepts, methods, and techniques using R Understanding and Applying Basic Statistical Methods Using R uniquely bridges the gap between advances in the statistical literature and methods routinely used by non-statisticians.
Basic Statistics, Hardback (July 2009)
Basic Statistics introduces students to basic principles and concepts in a simple manner that takes into account the many relevant advances and insights developed during the last half century that are ignored in the typical introductory course.
Applying Contemporary Statistical Techniques, Hardback (January 2003)» View all books by Rand R. Wilcox
Explains why traditional statistical methods are inadequate or outdated when applied to modern problems. This text demonstrates how new and more powerful techniques address these problems, making these robust methods understandable, practical, and accessible.
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Author Biography - Rand R. Wilcox
Rand R. Wilcox has a Ph.D. in psychometrics, and is a professor of psychology at the University of Southern California. Wilcox's main research interests are statistical methods, particularly robust methods for comparing groups and studying associations. He also collaborates with researchers in occupational therapy, gerontology, biology, education and psychology. Wilcox is an internationally recognized expert in the field of Applied Statistics and has concentrated much of his research in the area of ANOVA and Regression. Wilcox is the author of 12 books on statistics and has published many papers on robust methods. He is currently an Associate Editor for four statistics journals and has served on many editorial boards. He has given numerous invited talks and workshops on robust methods.
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