Concepedia

TELBS robust linear regression method

Wayne M. Eby, Li, Tabatabai, Sejong Bae, Karan Singh

Open Access Medical Statistics · 2012 · 11 citations · 25 references

DOIFull text

Open access

Concepts

Abstract

Keywords: robust linear regression, least squares estimator, M and MM estimators, magnetic resonance imaging, Cook's distance, detection of influential observations, Studentized residual

References

25

A new look at the statistical model identification

Hirotugu Akaike · IEEE Transactions on Automatic Control · 1974 · 50.7K citations · Full text

, , +9

Robust Regression and Outlier Detection

Gregory F. Piepel, Peter J. Rousseeuw, Annick M. Leroy · Technometrics · 1989 · 6.2K citations

, , +16

Robust Statistics: The Approach Based on Influence Functions

David Ruppert, Frank R. Hampel, Elvezio Ronchetti et al. · Technometrics · 1987 · 3.8K citations

, , +12

Least Median of Squares Regression

Peter J. Rousseeuw · Journal of the American Statistical Association · 1984 · 3.6K citations

, , +16

Robust Regression: Asymptotics, Conjectures and Monte Carlo

Peter J. Huber · The Annals of Statistics · 1973 · 2.4K citations · Full text

, , +15