ROBUST MIXTURE REGRESSION MODELS USING T-DISTRIBUTION

Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm

A. P. Dempster, N. M. Laird, Donald B. Rubin · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1977 · 49.7K citations

Public Health, Biostatistics, Bayesian Data Analysis +16

Applied Linear Statistical Models

Michael Kutner · Technometrics · 1997 · 7.3K citations · Full text

Natural Sciences, Biostatistics, Statistical Modeling +9

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

Least Median of Squares Regression

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

Natural Sciences, Mathematics, Econometrics +16

A Fast Algorithm for the Minimum Covariance Determinant Estimator

Peter J. Rousseeuw, Katrien Van Driessen · Technometrics · 1999 · 1.9K citations

Computing, Astronomy, Computer Science +11