Robust Statistics: The Approach Based on Influence Functions

David Ruppert, Frank R. Hampel, Elvezio Ronchetti, Peter J. Rousseeuw, Werner A. Stahel

Technometrics · 1987 · 3.8K citations · 5 references

Concepts

Abstract

1. Introduction and Motivation. 2. One-Dimensional Estimators. 3. One-Dimensional Tests. 4. Multidimensional Estimators. 5. Estimation of Covariance Matrices and Multivariate Location. 6. Linear Models: Robust Estimation. 7. Linear Models: Robust Testing. 8. Complements and Outlook. References. Index.

References

5