c060: Extended Inference with Lasso and Elastic-Net Regularized Cox and Generalized Linear Models

作者: Martin Sill , Thomas Hielscher , Natalia Becker , Manuela Zucknick

DOI: 10.18637/JSS.V062.I05

关键词: Data miningArtificial intelligenceElastic net regularizationGeneralized linear modelRegression analysisComputer scienceInferenceStability (learning theory)Feature (machine learning)Point (geometry)Lasso (statistics)Machine learning

摘要: … Although we focus on a survival data application of penalized Cox models in this article, the … subsets by subsampling and then calculating for each subsample the regularization path …

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