Outliers in Statistical Data
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. This third edition reflects the latest state of knowledge with fully revised and extended coverage of all topics. Additional topics and new emphases are presented and a richer coverage of practical fields and computer-based facilities, together with a fully updated reference list, are provided.
1102289384
Outliers in Statistical Data
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. This third edition reflects the latest state of knowledge with fully revised and extended coverage of all topics. Additional topics and new emphases are presented and a richer coverage of practical fields and computer-based facilities, together with a fully updated reference list, are provided.
354.95 In Stock
Outliers in Statistical Data

Outliers in Statistical Data

by Vic Barnett, Toby Lewis
Outliers in Statistical Data

Outliers in Statistical Data

by Vic Barnett, Toby Lewis

Overview

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. This third edition reflects the latest state of knowledge with fully revised and extended coverage of all topics. Additional topics and new emphases are presented and a richer coverage of practical fields and computer-based facilities, together with a fully updated reference list, are provided.

Product Details

ISBN-13: 9780471930945
Publisher: Wiley
Publication date: 05/09/1994
Series: Wiley Series in Probability and Statistics , #317
Edition description: REV
Pages: 608
Product dimensions: 6.38(w) x 9.25(h) x 1.69(d)

About the Author

Vic Barnett is the author of Outliers in Statistical Data, 3rd Edition, published by Wiley. Toby Lewis is the author of Outliers in Statistical Data, 3rd Edition, published by Wiley.

Table of Contents

Partial table of contents.

BASIC PRINCIPLES.

Why Do Outlying Observations Arise and What Should One Do AboutThem?

The Accommodation Approach: Robust Estimation and Testing.

UNIVARIATE DATA.

Accommodation Procedures for Univariate Samples.

Specific Discordancy Tests for Outliers in UnivariateSamples.

MULTIVARIATE AND STRUCTURED DATA.

Outliers in Multivariate Data.

The Outlier Problem for Structured Data: Regression, the LinearModel and Designed Experiments.

SPECIAL TOPICS.

Bayesian Approaches to Outliers.

Outliers in Time Series: An Important Area of Outlier Study.

Outliers in Directional Data.

Appendix.

References and Bibliography.

Index.
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