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

Rand R. Wilcox

ISBN 10: 0127515453 / ISBN 13: 9780127515458

Published by Academic Press, 1997

May have limited writing in cover pages. Pages are unmarked. ~ ThriftBooks: Read More, Spend Less 1.24. Seller Inventory # G0127515453I4N00

Synopsis:

Introduction to Robust Estimation and Hypothesis Testing focuses on the practical applications of modern, robust statistical methods. The increased accuracy and power of modern methods is remarkable compared tothe conventional approaches of the analysis of variance (ANOVA) and regression. Through a combination of theoretical developments, improved and more flexible statistical methods, and the power of the computer, it is now possible to address problems withstandard methods that seemed insurmountable only a few years ago. This book provides a thorough, up-to-date explanation of the foundation of robust methods for beginners. It guides the reader through the basic strategies used for practical solutions to problems, and includes helpful updates which are available free of charge via an anonymous ftp site. The book also provides a brief background on the foundations of modern methods, placing the new methods in historical context.


* Covers modern, more accurate methods of statistical estimation and hypothesis testing not covered in existing books
* Provides up-to-date test results dealing with heteroscedasticity
* Software built in S-PLUS is available free of charge via an anonymous ftp site
* Guides the reader through the foundations of robust methods

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.

Bibliographic Details

Title: Introduction to Robust Estimation and ...
Publisher: Academic Press
Publication Date: 1997
Binding: Hardcover
Condition: Very Good
Dust Jacket Condition: No Jacket