Robust Nonparametric Statistical Methods

Thomas P. Hettmansperger, J. W. McKean, T. P. Hettmansperger

ISBN 10: 0340549378 / ISBN 13: 9780340549377

Published by ARNOLD PUBLISHERS, 1998

About this Item

Zustand: Gut | Seiten: 484 | Sprache: Englisch | Produktart: Bücher.

Seller Inventory # 2384796/203

Bibliographic Details

• Title: Robust Nonparametric Statistical Methods
• Publisher: ARNOLD PUBLISHERS
• Publication Date: 1998
• Language: English
• ISBN 10: 0340549378
• ISBN 13: 9780340549377
• Binding: Hardcover
• Condition: Gut

About this title

Synopsis

Based in ranks of the data, this book offers an alternative to the traditional least squares approach. Topics include one- and two-sample location models, linear models (including multiple regression and designed experiments), and multivariate models. Rank tests and estimates for all models are developed, including bounded influence and high breakdown methods. Emphasis is on efficiency and robustness and all methods are illustrated on data sets.

About the Author

Thomas P. Hettmansperger is in the department of Statistics, Pennsylvania State University. Joseph W. McKean is in the Department of Mathematics and Statistics, Western Michigan University.