Barnett ∗outliers∗ In Statistical Data (Wiley Series in Probability and Statistics – Applied Probability and Statistics Section) - Hardcover

BARNETT, V

Hardcover

ISBN 10: 0471995991 ISBN 13: 9780471995999

Publisher: Wiley–Blackwell, 1978

Synopsis

An updated edition of this standard reference work on outliers. Includes new areas of study such as outliers in direction data as well as developments in fields such as discordancy tests for univariate and multivariate samples. Re-organized to provide a more logical approach. Provides relevant illustration and tabulation as well as suggestions for further research.

About this title

Review

"It is an extremely well written and thought provoking classical book about outliers." ( Journal of Statistical Computation and Simulation, January 2006)

From the Back Cover

From its initial publication this book has been the standard text on the subject. Since then, there has been a continuing high level of activity, and work has developed in all major areas, including univariate and multivariate data, linear models, regression, and time series. Thus a third edition was obviously essential. Every essential area is thoroughly updated to reflect the latest state of knowledge. All the topics are fully revised and extended, and additional topics and new emphases are presented. Important features of this new edition are comprehensive updating of methodology and tables; major expansion of topics including time series, contingency tables, multivariate analysis and regression data (particularly influence and robustness, diagnostics, multiple outliers, non-linear models, L(subscript 1)-norm methods); and richer coverage of practical fields and computer-based facilities, and a thoroughly updated reference list. New introduced topics include standards and regulations, computer software packages, and sample surveys. To facilitate ease of use, the book has been restructured into four parts: Basic Principles, Univariate Data, Multivariate and Structured Data, and Special Topics. This new edition, with the revised and new material, is sure to enhance the book's recognised position as the reference on the subject of outliers.

Edition details

• Publisher: Wiley–Blackwell
• Publication date: 1978
• Language: English
• ISBN 10: 0471995991
• ISBN 13: 9780471995999
• Binding: Hardcover
• Number of pages: 365