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标题:High-Dimensional Sparse Additive Hazards Regression
时间:2021-07-23 00:12:38
DOI:10.1080/01621459.2012.746068
大小:800 kb
页数:20 PAGES
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目录:
  • High-Dimensional Sparse Additive&break; Hazards Regression
    • INTRODUCTION
    • REGULARIZATION METHODOLOGY
      • Regularized Estimation
      • Penalty Function
    • THEORETICAL PROPERTIES
      • Weak Oracle Property
      • Oracle Property
    • IMPLEMENTATION
      • Coordinate Descent Algorithm
      • Convergence Analysis
      • Selection of Tuning Parameters
    • SIMULATION STUDIES
    • REAL DATA ANALYSIS
    • DISCUSSION
      • Optimality Conditions
      • Concentration Inequalities
      • Proof of Lemma 1
      • Proof of Theorem 1
      • Proof of Theorem 2
      • Proof of Theorem 3
      • Proof of Theorem 4

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