Regression Diagnostics -- Identifying Influential Data and Sources of Collinearity

Chris Beaumont, D. A. Belsley, E. Kuh, R. E. Welsch

Journal of the Operational Research Society · 1981 · 6.5K citations · 0 references

Concepts

Abstract

1. Introduction and Overview. 2. Detecting Influential Observations and Outliers. 3. Detecting and Assessing Collinearity. 4. Applications and Remedies. 5. Research Issues and Directions for Extensions. Bibliography. Author Index. Subject Index.