Robust estimation of multivariate location and scatter in the presence of cellwise and casewise contamination

Robust Statistics (2nd edition)

Huber, P.J. and Ronchetti, E.M. (1981) · 1981

Earlier work this paper cites.

Breakdown of covariance estimators

Stahel, W.A. (1981) · 1981

Earlier work this paper cites.

Breakdown Properties of Multivariate Location Estimators

Donoho, D.L. (1982) · 1982

Earlier work this paper cites.

Multivariate statistical techniques applied to pisolitic laterite geochemistry at Golden Grove, Western Australia

Smith, R.E., Campbell, N.A., and Lichfield, A (1984) · 1984

Earlier work this paper cites.

Multivariate estimation with high breakdown point

Rousseeuw, P.J. (1985) · 1985

Earlier work this paper cites.

High breakdown point and high efficiency robust estimates for regression

Original

Yohai, V.J. (1985) · 1985

Earlier work this paper cites.

Asymptotic behaviour of S-estimators of multivariate location parameters and dispersion matrices

Davies, P. (1987) · 1987

Earlier work this paper cites.

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Rousseeuw, P.J. and Van Driessen, K. (1999) · 1999

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Tatsuoka, K.S. and Tyler, D.E. (2000) · 2000

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Gervini, D. and Yohai, V.J. (2002) · 2002

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Maronna, R.A., Martin, R.D., and Yohai, V.J. (2006) · 2006

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Salibian-Barrera, M. and Yohai, V.J. (2006) · 2006

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Stahel, W.A. and Maechler, M. (2009) · 2009

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Danilov, M. (2010) · 2010

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Danilov, M., Yohai, V.J., and Zamar, R.H. (2012) · 2012

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The MCS estimator of location and scatter

Vakili, K., Hubert, M., and Rousseeuw, P. (2012) · 2012

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A Stahel-Donoho estimator based on huberized outlyingness

Van Aelst, S., Vandervieren, E., and Willems, G. (2012) · 2012

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Robust constrained clustering in presence of entry-wise outliers

Farcomeni, A. (2014) · 2014

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