Robust regression with both continuous and categorical predictors

Robust Regression and Outlier Detection

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

Computing, Data Science, Data Analytics +16

Robust Statistics: The Approach Based on Influence Functions

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

Natural Sciences, Biostatistics, Mathematics +12

An Improved Algorithm for Discrete $l_1 $ Linear Approximation

I. Barrodale, F. D. K. Roberts · SIAM Journal on Numerical Analysis · 1973 · 606 citations

Computing, Computer Science, Algorithms +7

Robust statistics the approach based on influence functions

1980 · 431 citations · Full text

Natural Sciences, Biostatistics, Mathematics +11

The Behavior of the Stahel-Donoho Robust Multivariate Estimator

Ricardo A. Maronna, Vı́ctor J. Yohai · Journal of the American Statistical Association · 1995 · 243 citations

Computing, Biostatistics, Spatial Data Analysis +16