Robust Regression by Means of S-Estimators
Data up to Jan 2025
Total Citations Per Year
Abstract
References (31)
Estimates of the Regression Coefficient Based on Kendall's Tau
1968 • 10,203 citations
The Jackknife, the Bootstrap and Other Resampling Plans
1982 • 7,816 citations
Robust Statistics
1981 • 6,585 citations
Robust Estimation of a Location Parameter
1964 • 6,342 citations
Least Median of Squares Regression
1984 • 3,497 citations
Robust Regression: Asymptotics, Conjectures and Monte Carlo
1973 • 2,229 citations
A Projection Pursuit Algorithm for Exploratory Data Analysis
1974 • 1,630 citations
Estimates of the Regression Coefficient Based on Kendall's Tau
1968 • 1,538 citations
Multivariate Estimation with High Breakdown Point
1985 • 1,086 citations
A General Qualitative Definition of Robustness
1971 • 977 citations
Bulletin of the International Statistical Institute
2013 • 892 citations
Studies of luminous stars in nearby galaxies. I. Supergiants and O stars in the Milky Way.
1978 • 670 citations
A Robust Method for Multiple Linear Regression
1974 • 559 citations
Estimating Regression Coefficients by Minimizing the Dispersion of the Residuals
1972 • 559 citations
Robust regression using repeated medians
1982 • 547 citations
Robust Estimates of Location: Survey and Advances.
1973 • 546 citations
Robust Estimates of Location: Survey and Advances.
1975 • 475 citations
One-Step Huber Estimates in the Linear Model
1975 • 348 citations
Efficient Bounded-Influence Regression Estimation
1982 • 333 citations
On Median Tests for Linear Hypotheses
1951 • 156 citations
A Robust Method for Multiple Linear Regression
1974 • 146 citations
Asymptotic behavior of general M-estimates for regression and scale with random carriers
1981 • 131 citations
Estimation in Linear Regression Models with Disparate Data Points
1980 • 124 citations
Bias- and efficiency-robustness of general M-estimators for regression with random carriers
1979 • 118 citations
Efficiency in normal samples and tolerance of extreme values for some estimates of location
1967 • 98 citations
Efficient Bounded-Influence Regression Estimation
1982 • 89 citations
Small-sample asymptotic distributions of M-estimators of location
1982 • 70 citations
One-Step Huber Estimates in the Linear Model
1975 • 70 citations
The Change-of-Variance Curve and Optimal RedescendingM-Estimators
1981 • 69 citations
The Change-of-Variance Curve and Optimal Redescending M-Estimators
1981 • 45 citations
Close binary systems before and after mass transfer
1982 • 22 citations