Propagation of outliers in multivariate data

Propagation of outliers in multivariate data

3 March 2009

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Papers citing "Propagation of outliers in multivariate data"

17 / 17 papers shown

Title
CR-Lasso: Robust cellwise regularized sparse regression Peng Su Garth Tarr Samuel G. Müller Suojin Wang 37 3 0 11 Jul 2023
Robust covariance estimation with missing values and cell-wise contamination Karim Lounici Grégoire Pacreau 113 2 0 01 Jun 2023
Challenges of cellwise outliers Jakob Raymaekers P. Rousseeuw 58 12 0 04 Feb 2023
Analyzing cellwise weighted data P. Rousseeuw 69 2 0 26 Sep 2022
The Influence Function of Graphical Lasso Estimators Gaetan Louvet Jakob Raymaekers Germain Van Bever Ines Wilms 43 4 0 15 Sep 2022
The Cellwise Minimum Covariance Determinant Estimator Jakob Raymaekers P. Rousseeuw 65 19 0 27 Jul 2022
Quantitative robustness of instance ranking problems Tino Werner 52 2 0 12 Mar 2021
Simultaneous Feature Selection and Outlier Detection with Optimality Guarantees Luca Insolia Ana M. Kenney Francesca Chiaromonte G. Felici 56 20 0 12 Jul 2020
Robust Multivariate Estimation Based On Statistical Depth Filters G. Saraceno Claudio Agostinelli 13 5 0 10 Sep 2019
Asymptotic linear expansion of regularized M-estimators Tino Werner 41 1 0 02 Sep 2019
Multiple Scaled Contaminated Normal Distribution and Its Application in Clustering A. Punzo C. Tortora 46 16 0 21 Oct 2018
Anomaly Detection by Robust Statistics P. Rousseeuw Mia Hubert 169 220 0 31 Jul 2017
Multivariate Location and Scatter Matrix Estimation Under Cellwise and Casewise Contamination Andy Leung V. Yohai R. Zamar 41 19 0 01 Sep 2016
High-dimensional robust precision matrix estimation: Cellwise corruption under $ε$ -contamination Po-Ling Loh X. Tan 90 31 0 24 Sep 2015
Robust regression estimation and inference in the presence of cellwise and casewise contamination Andy Leung Hongyang R. Zhang R. Zamar 53 28 0 08 Sep 2015
Robust Orthogonal Complement Principal Component Analysis Yiyuan She Shijie Li Dapeng Wu 104 25 0 05 Oct 2014
Gini's mean difference and variance as measures of finite populations scales Andrius Čiginas Dalius Pumputis 56 5 0 09 Jun 2014