Outliers in Statistical Data, 3rd Edition
Why Do Outlying Observations Arise and What Should One Do About Them?
The Accommodation Approach: Robust Estimation and Testing.
Accommodation Procedures for Univariate Samples.
Specific Discordancy Tests for Outliers in Univariate Samples.
MULTIVARIATE AND STRUCTURED DATA.
Outliers in Multivariate Data.
The Outlier Problem for Structured Data: Regression, the Linear Model and Designed Experiments.
Bayesian Approaches to Outliers.
Outliers in Time Series: An Important Area of Outlier Study.
Outliers in Directional Data.
References and Bibliography.