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Robust Methods

Bayesian regularization: From Tikhonov to horseshoe

Advanced Review
Nicholas G. Polson, Vadim Sokolov
Published Online: Apr 23 2019
DOI:10.1002/wics.1463

Abstract Full article on Wiley Online Library:   HTML | PDF
Weighted cross validation in model selection

Focus Article
Marianthi Markatou, Georgios Afendras, Claudio Agostinelli
Published Online: Jul 09 2018
DOI:10.1002/wics.1439

Abstract Full article on Wiley Online Library:   HTML | PDF
Minimum covariance determinant and extensions

Advanced Review
Mia Hubert, Michiel Debruyne, Peter J. Rousseeuw
Published Online: Dec 22 2017
DOI:10.1002/wics.1421

Abstract Full article on Wiley Online Library:   HTML | PDF
Robust statistics: a selective overview and new directions

Overview
Marco Avella Medina, Elvezio Ronchetti
Published Online: Aug 20 2015
DOI:10.1002/wics.1363

Abstract Full article on Wiley Online Library:   HTML | PDF
Robust estimation of (partial) autocorrelation

Advanced Review
Alexander Dürre, Roland Fried, Tobias Liboschik
Published Online: Mar 31 2015
DOI:10.1002/wics.1351

Abstract Full article on Wiley Online Library:   HTML | PDF
Robust dimension reduction

Advanced Review
Shojaeddin Chenouri, Jiaxi Liang, Christopher G. Small
Published Online: Oct 02 2014
DOI:10.1002/wics.1331

Abstract Full article on Wiley Online Library:   HTML | PDF
Financial modeling with heavy‐tailed stable distributions

Overview
John P. Nolan
Published Online: Dec 21 2013
DOI:10.1002/wics.1286

Abstract Full article on Wiley Online Library:   HTML | PDF
The jackknife: a resampling method with connections to the bootstrap

Focus Article
Michael R. Chernick
Published Online: Dec 08 2011
DOI:10.1002/wics.202

Abstract Full article on Wiley Online Library:   HTML | PDF
Permutation methods

Overview
Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke
Published Online: Jun 09 2011
DOI:10.1002/wics.177

Abstract Full article on Wiley Online Library:   HTML | PDF
The Taguchi method

Focus Article
Amitava Mitra
Published Online: Apr 15 2011
DOI:10.1002/wics.169

Abstract Full article on Wiley Online Library:   HTML | PDF
Robustness

Overview
Stephan Morgenthaler
Published Online: Jan 28 2011
DOI:10.1002/wics.144

Abstract Full article on Wiley Online Library:   HTML | PDF
Rank aggregation methods

Overview
Shili Lin
Published Online: Sep 08 2010
DOI:10.1002/wics.111

Abstract Full article on Wiley Online Library:   HTML | PDF
Minimum covariance determinant

Advanced Review
Mia Hubert, Michiel Debruyne
Published Online: Jan 19 2010
DOI:10.1002/wics.61

Abstract Full article on Wiley Online Library:   HTML | PDF
Breakdown value

Focus Article
Mia Hubert, Michiel Debruyne
Published Online: Dec 01 2009
DOI:10.1002/wics.34

Abstract Full article on Wiley Online Library:   HTML | PDF
Diagnostic procedures

Overview
Joseph W. McKean, Simon J. Sheather
Published Online: Jul 29 2009
DOI:10.1002/wics.12

Abstract Full article on Wiley Online Library:   HTML | PDF
Minimum volume ellipsoid

Advanced Review
Stefan Van Aelst, Peter Rousseeuw
Published Online: Jul 13 2009
DOI:10.1002/wics.19

Abstract Full article on Wiley Online Library:   HTML | PDF
Detection of outliers

Overview
Ali S. Hadi, A. H. M. Rahmatullah Imon, Mark Werner
Published Online: Jul 13 2009
DOI:10.1002/wics.6

Abstract Full article on Wiley Online Library:   HTML | PDF

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