Keyword

robust estimation

Description: A statistical or computational estimation method designed to produce reliable parameter estimates despite outliers, model errors, or other deviations from assumptions.

Primary topic: Advanced Statistical Methods and Models (24%)

OpenAlex ID: keywords/robust-estimation

Statistical Analysis With Missing Data

1989 · Maureen Lahiff, Roderick J. A. Little, et al. · Journal of the American Statistical Association · 17,263

Principal Component Analysis

1988 · Colin Goodall, I. T. Jolliffe · Technometrics · 8,673

Robust Estimation of a Location Parameter

1964 · Peter J. Huber · The Annals of Mathematical Statistics · 7,187

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Robust Statistics

1981 · Peter J. Huber · Wiley series in probability and statistics · 7,065

Fast and robust fixed-point algorithms for independent component analysis

1999 · A. Hyvarinen · IEEE Transactions on Neural Networks · 6,251

Robust Regression and Outlier Detection

1989 · Gregory F. Piepel, Peter J. Rousseeuw, et al. · Technometrics · 6,144

Robust Regression and Outlier Detection

1987 · Peter J. Rousseeuw, Annick M. Leroy · Wiley series in probability and statistics · 5,586

Statistical Analysis With Missing Data

1988 · Subir Ghosh, R. Little, et al. · Technometrics · 4,576

Quantile Regression

2001 · Roger Koenker, Kevin F Hallock · The Journal of Economic Perspectives · 4,420

Robust Statistics: The Approach Based on Influence Functions

1987 · David Ruppert, F. R. Hampel, et al. · Technometrics · 3,880

Robust relationship inference in genome-wide association studies

2010 · Ani Manichaikul, Josyf C. Mychaleckyj, et al. · Bioinformatics · 3,520

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L-Moments: Analysis and Estimation of Distributions Using Linear Combinations of Order Statistics

1990 · J. R. M. Hosking · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 3,148

When can categorical variables be treated as continuous? A comparison of robust continuous and categorical SEM estimation methods under suboptimal conditions.

2012 · Mijke Rhemtulla, Patricia É. Brosseau-Liard, et al. · Psychological Methods · 2,780

The Influence Curve and Its Role in Robust Estimation

1974 · Frank R. Hampel · Journal of the American Statistical Association · 2,721

MLESAC: A New Robust Estimator with Application to Estimating Image Geometry

2000 · P.H.S. Torr, A. Zisserman · Computer Vision and Image Understanding · 2,399

Robust Regression: Asymptotics, Conjectures and Monte Carlo

1973 · Peter J. Huber · The Annals of Statistics · 2,330

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Unconditional Quantile Regressions

2009 · Sergio Firpo, Nicole M. Fortin, et al. · Econometrica · 2,254

Efficient Analysis of Experimental Observations

1980 · W J Dixon · The Annual Review of Pharmacology and Toxicology · 2,211

Robust regression using iteratively reweighted least-squares

1977 · Paul W. Holland, Roy E. Welsch · Communication in Statistics- Theory and Methods · 2,110

Mixture models : inference and applications to clustering

1988 · Geoffrey J. McLachlan, K. E. Basford · M. Dekker eBooks · 2,087

Introduction to Robust Estimation and Hypothesis Testing

2012 · Wilcox, Rand R. · Elsevier eBooks · 2,068

Nonnormaland Categorical Data in Structural Equation Modeling

2013 · Sara J. Finney, Christine DiStefano · Emerald Group Publishing Limited eBooks · 1,857

Structural equation models with nonnormal variables: Problems and remedies.

1995 · Stephen G. West, John F. Finch, et al. · 1,813

Robust Statistics: The Approach Based on Influence Functions.

1987 · C. Jennison, F. R. Hampel, et al. · Journal of the Royal Statistical Society Series A (General) · 1,753

Robust Statistics

2009 · Peter J. Huber, Elvezio M. Ronchetti · Wiley series in probability and statistics · 1,723

Works count: 21,890

Citation count: 408,200