Introduction to Robust Estimation and Hypothesis Testing (Statistical Modeling and Decision Science)

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9780127515427: Introduction to Robust Estimation and Hypothesis Testing (Statistical Modeling and Decision Science)

This 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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Review:

"...Wilcox has greatly enhanced this book, which is now almost twice as large as the first edition. This would now seem to be a good book for everyone to have in their library." -TECHNOMETRICS, VOL. 47, 2005

About the Author:

Rand R. Wilcox has a Ph.D. in psychometrics, is a professor of psychology at the University of Southern California, and a Fellow of the Royal Statistics Society and American Psychological Society. He 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. He has authored twobooks and more than 130 journal articles.

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