On-line outlier detection and data cleaning

A Fast Algorithm for the Minimum Covariance Determinant Estimator

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

Fast Algorithm, Engineering, High-dimensional Method +15

Least Median of Squares Regression

Peter J. Rousseeuw · Journal of the American Statistical Association · 1984 · 1.1K citations

Engineering, Simple Regression, Robust Statistic +11

A General Qualitative Definition of Robustness

Frank R. Hampel · The Annals of Mathematical Statistics · 1971 · 985 citations · Full text

Reliability, Robust Sequences, Engineering +14

Robust $M$-Estimators of Multivariate Location and Scatter

Ricardo A. Maronna · The Annals of Statistics · 1976 · 934 citations · Full text

State Estimation, Location Vector, Parameter Estimation +15

Outliers in Time Series

Alyson J. Fox · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1972 · 745 citations

Anomaly Detection, Engineering, Data Science +12