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ℓ0-Regularized high-dimensional accelerated failure time model

  • Published:2022-06 Issue: Volume:170 Page:107430
  • ISSN:0167-9473
  • Container-title:Computational Statistics & Data Analysis
  • language:en
  • Short-container-title:Computational Statistics & Data Analysis

Author:

Cheng Chao,Feng Xingdong,Huang Jian,Jiao Yuling,Zhang Shuang

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Applied Mathematics,Computational Theory and Mathematics,Computational Mathematics,Statistics and Probability

Reference32 articles.

1. Coordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection;Breheny;Ann. Appl. Stat.,2011

2. Linear regression with censored data;Buckley;Biometrika,1979

3. Regularized estimation for the accelerated failure time model;Cai;Biometrics,2009

4. Regression models and life-tables;Cox;J. R. Stat. Soc., Ser. B, Stat. Methodol.,1972

5. Variable selection via nonconcave penalized likelihood and its oracle properties;Fan;J. Am. Stat. Assoc.,2001

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