Least median of squares: a robust method for outlier and model error detection in regression and calibration

Least Median of Squares Regression

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

Natural Sciences, Mathematics, Econometrics +16

A General Qualitative Definition of Robustness

Frank R. Hampel · The Annals of Mathematical Statistics · 1971 · 1K citations · Full text

Natural Sciences, Mathematics, Probability Theory +10

Comparison of conventional and robust regression in analysis of chemical data

G. R. Phillips, Edward M. Eyring · Analytical Chemistry · 1983 · 74 citations

Natural Sciences, Chemistry, Analytical Chemistry +9

Are Robust Estimators Really Necessary?

David M. Rocke, George W. Downs, Alan J. Rocke · Technometrics · 1982 · 60 citations

Natural Sciences, Mathematics, Analytical Chemistry +16

Advances in breath hydrogen quantitation in paediatrics: Sample collection and normalization to constant oxygen and nitrogen levels

T. A. Robb, Geoffrey P. Davidson · Clinica Chimica Acta · 1981 · 49 citations

Life Sciences, Pediatrics, Physiology +10