INTRODUCTION TO ROBUST ESTIMATION AND HYPOTHESIS TESTING

Wilcox, Rand R.

ISBN 10: 012804733X / ISBN 13: 9780128047330

Published by Elsevier, Amsterdam, 2017

About this Item

Octavo, 786 pages. In Very Good minus condition. Spine is black with white print. Boards glossy illustrated paper. Slight shelf wear, vendor label on rear. Illustrated: b&w graphs, tables. Note: Shelved in Netdesk Column F, ND-F. 1377451. FP New Rockville Stock. Seller Inventory # 1377451

Bibliographic Details

Title: INTRODUCTION TO ROBUST ESTIMATION AND ...

Publisher: Elsevier, Amsterdam

Publication Date: 2017

Binding: Hardcover

Edition: Fourth edition.

About this title

Synopsis:

Introduction to Robust Estimating and Hypothesis Testing, 4th Editon, is a ‘how-to’ on the application of robust methods using available software. Modern robust methods provide improved techniques for dealing with outliers, skewed distribution curvature and heteroscedasticity that can provide substantial gains in power as well as a deeper, more accurate and more nuanced understanding of data. Since the last edition, there have been numerous advances and improvements. They include new techniques for comparing groups and measuring effect size as well as new methods for comparing quantiles. Many new regression methods have been added that include both parametric and nonparametric techniques. The methods related to ANCOVA have been expanded considerably. New perspectives related to discrete distributions with a relatively small sample space are described as well as new results relevant to the shift function. The practical importance of these methods is illustrated using data from real world studies. The R package written for this book now contains over 1200 functions.

New to this edition

• 35% revised content
• Covers many new and improved R functions
• New techniques that deal with a wide range of situations

• Extensive revisions to cover the latest developments in robust regression
• Covers latest improvements in ANOVA
• Includes newest rank-based methods
• Describes and illustrated easy to use software

About the Author:

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.