Outliers in Statistical Data

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.

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.