Outliers in Statistical Data, 3rd EditionISBN: 978-0-471-93094-5
Hardcover
608 pages
May 1994
 This is a Print-on-Demand title. It will be printed specifically to fill your order. Please allow an additional 10-15 days delivery time. The book is not returnable.
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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.
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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