Identification of Outliers

Identification of Outliers by David M. Hawkins (1980) presents a comprehensive statistical framework for detecting observations that deviate from the expected structure of a dataset. The book develops both theoretical foundations and practical methods for identifying outliers in univariate and multivariate settings. It emphasizes the impact of outliers on statistical inference, including parame…