Robust and sparse estimators for linear regression models

Ezequiel Smucler, Vı́ctor J. Yohai

Type: Preprint

Publication Date: 2015-01-01

Citations: 0

DOI: https://doi.org/10.48550/arxiv.1508.01967

View Publication

Locations

arXiv (Cornell University) - View - PDF
DataCite API - View

Similar Works

Action	Title	Year	Authors
+	Robust and sparse estimators for linear regression models	2015	Ezequiel Smucler Vı́ctor J. Yohai
+ PDF Chat	Robust and sparse estimators for linear regression models	2017	Ezequiel Smucler Vı́ctor J. Yohai
+	Penalized MM Regression Estimation with $L_{γ}$ Penalty: A Robust Version of Bridge Regression	2015	Olçay Arslan
+	Penalized MM Regression Estimation with $L_{\gamma }$ Penalty: A Robust Version of Bridge Regression	2015	Olçay Arslan
+	Penalized MM regression estimation with<i>L</i><sub>γ</sub>penalty: a robust version of bridge regression	2016	Olçay Arslan
+	Robust penalized regression for complex high-dimensional data	2020	Bin Luo
+	Robust and Sparse Estimation of Linear Regression Coefficients with Heavy-tailed Noises and Covariates	2022	Takeyuki Sasai
+ PDF Chat	Robust Linear Regression Using L1-Penalized MM-Estimation for High Dimensional Data	2015	Kamal Darwish
+	Robust penalized M-estimators for generalized linear and additive models	2016	Avella Medina M.C. de Andrés
+	The Adaptive $τ$-Lasso: Robustness and Oracle Properties	2023	Emadaldin Mozafari-Majd Visa Koivunen
+	Adaptive robust variable selection	2014	Jianqing Fan Yingying Fan Emre Barut
+ PDF Chat	Penalized regression via the restricted bridge estimator	2021	Bahadır Yüzbaşı Mohammad Arashı Fikri Akdeniz
+ PDF Chat	Asymptotic properties of bridge estimators in sparse high-dimensional regression models	2008	Jian Huang Joël L. Horowitz Shuangge Ma
+	Retire: Robust Expectile Regression in High Dimensions	2022	Rebeka Man Kean Ming Tan Zian Wang Wen‐Xin Zhou
+	Fully efficient robust estimation, outlier detection, and variable selection via penalized regression	2017	Howard D. Bondell Dehan Kong Yichao Wu
+ PDF Chat	ℓ1-penalized quantile regression in high-dimensional sparse models	2010	Alexandre Belloni Victor Chernozhukov
+	Robust penalized empirical likelihood in high dimensional longitudinal data analysis	2021	Jiaqi Li Liya Fu
+ PDF Chat	Robust penalized empirical likelihood in high dimensional longitudinal data analysis	2023	Liya Fu Shuwen Hu Jiaqi Li
+ PDF Chat	High-dimensional robust approximated <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline" id="d1e725" altimg="si2.svg"><mml:mi>M</mml:mi></mml:math>-estimators for mean regression with asymmetric data	2022	Bin Luo Xiaoli Gao
+ PDF Chat	Adaptive bridge estimation for high-dimensional regression models	2016	Zhihong Chen Yanling Zhu Chao Zhu

Works That Cite This (0)

Action	Title	Year	Authors

Works Cited by This (0)

Action	Title	Year	Authors