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

Wilcox, Rand R.

Softcover

ISBN 10: 0128200987 ISBN 13: 9780128200988

Publisher: Academic Press, 2022

Synopsis

Introduction to Robust Estimating and Hypothesis Testing, Fifth Edition is a useful ‘how-to’ on the application of robust methods utilizing easy-to-use software. This trusted resource provides an overview of modern robust methods, including improved techniques for dealing with outliers, skewed distribution curvature, and heteroscedasticity that can provide substantial gains in power. Coverage includes techniques for comparing groups and measuring effect size, current methods for comparing quantiles, and expanded regression methods for both parametric and nonparametric techniques. The practical importance of these varied methods is illustrated using data from real world studies. Over 1700 R functions are included to support comprehension and practice.

• Includes the latest developments in robust regression
• Provides many new, improved and accessible R functions
• Offers comprehensive coverage of ANOVA and ANCOVA methods

About this title

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.

From the Back Cover

Introduction to Robust Estimation and Hypothesis Testing, Fifth Edition

Introduction to Robust Estimating and Hypothesis Testing, Fifth Edition, is a useful ‘how-to’ on the application of robust methods utilizing easy-to-use software. This trusted resource provides an overview of modern robust methods, including 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. Coverage includes techniques for comparing groups and measuring effect size, current methods for comparing quantiles, and expanded regression methods for both parametric and nonparametric techniques. The practical importance of these varied methods is illustrated using data from real world studies, and over 1700 R functions are included to support reader comprehension and practice.

This new edition:

• Includes the latest developments in robust regression
• Provides many new and improved, accessible R functions
• Offers comprehensive coverage of ANOVA and ANCOVA methods

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, ophthalmology 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 14 books on statistics and has published many papers on robust methods. He is a former Associate Editor for four statistics journals and has served on many editorial boards. He has given numerous invited talks and workshops on robust methods.

Edition details

• Publisher: Academic Press
• Publication date: 2022
• Language: English
• ISBN 10: 0128200987
• ISBN 13: 9780128200988
• Binding: Paperback
• Edition number: 5
• Number of pages: 928