Robust Statistics: The Approach Based on Influence Functions (Wiley Series in Probability and Statistics)

Frank R. Hampel

ISBN 10: 0471632384 / ISBN 13: 9780471632382

Published by John Wiley & Sons Inc

All orders ship by next business day! This is a used paperback book. Has moderate wear on cover and/or pages. Has no markings on pages. Spine has been opened/creased. For USED books, we cannot guarantee supplemental materials such as CDs, DVDs, access codes and other materials. We are a small company and very thankful for your business! Seller Inventory # 4CNO3J0054Y8

Synopsis:

A complete, balanced introduction to the concepts, theory and applications of robust statistics, this book provides a comprehensive account of the infinitesimal approach and offers insight into the robustness properties of existing procedures. It describes the effect of an outlier on virtually all classical statistical models and covers related notions such as the breakdown point and the change-of-variance functions. The cloth edition of this book was published in February 1986.

From the Back Cover: The Wiley–Interscience Paperback Series consists of selected books that have been made more accessible to consumers in an effort to increase global appeal and general circulation. With these new unabridged softcover volumes, Wiley hopes to extend the lives of these works by making them available to future generations of statisticians, mathematicians, and scientists.

"This is a nice book containing a wealth of information, much of it due to the authors. . . . If an instructor designing such a course wanted a textbook, this book would be the best choice available. . . . There are many stimulating exercises, and the book also contains an excellent index and an extensive list of references."
―Technometrics

"[This] book should be read carefully by anyone who is interested in dealing with statistical models in a realistic fashion."
―American Scientist

Introducing concepts, theory, and applications, Robust Statistics is accessible to a broad audience, avoiding allusions to high–powered mathematics while emphasizing ideas, heuristics, and background. The text covers the approach based on the influence function (the effect of an outlier on an estimater, for example) and related notions such as the breakdown point. It also treats the change–of–variance function, fundamental concepts and results in the framework of estimation of a single parameter, and applications to estimation of covariance matrices and regression parameters.

Bibliographic Details

Title: Robust Statistics: The Approach Based on ...
Publisher: John Wiley & Sons Inc
Binding: Soft cover
Condition: Good