ℓ1-penalization for mixture regression models

Author:

Städler Nicolas,Bühlmann Peter,van de Geer Sara

Publisher

Springer Science and Business Media LLC

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Reference44 articles.

1. Bertsekas D (1995) Nonlinear programming. Athena Scientific, Belmont

2. Bickel P, Ritov Y, Tsybakov A (2009) Simultaneous analysis of Lasso and Dantzig selector. Ann Stat 37:1705–1732

3. Bunea F, Tsybakov A, Wegkamp M (2007) Sparsity oracle inequalities for the Lasso. Electron J Stat 1:169–194

4. Cai T, Wang L, Xu G (2009a) Stable recovery of sparse signals and an oracle inequality. Tech rep, Department of Statistics, University of Pennsylvania

5. Cai T, Xu G, Zhang J (2009b) On recovery of sparse signals via ℓ 1 minimization. IEEE Trans Inf Theory 55:3388–3397

Cited by 164 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Integrated subgroup identification from multi-source data;Computational Statistics & Data Analysis;2024-05

2. Asymptotic bias of the $$\ell _2$$-regularized error variance estimator;Journal of the Korean Statistical Society;2023-11-14

3. Simultaneous estimation and clustering with finite mixture of nonparanormal graphical models;Communications in Statistics - Simulation and Computation;2023-10-09

4. LASSO–penalized clusterwise linear regression modelling: a two–step approach;Journal of Statistical Computation and Simulation;2023-06-04

5. Sparse Estimation in Semiparametric Finite Mixture of Varying Coefficient Regression Models;Biometrics;2023-04-17

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3