Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties

• Fusion Consistency in High-Dimensional Logistic Regression with Factors

  2026 Sankhya A article Mathematics Statistical Methods and Inference Open access

  0

  citations
• The dispositional basis of deviance: A multivariate approach to crime and other deviant acts

  2026 European Journal of Personality article Psychology Personality Traits and Psychology Open access

  3

  citations
• Bad Estimation, Good Prediction: The Lasso in Dense Regimes

  2025 The American Statistician article Mathematics Statistical Methods and Inference Open access

  1

  citations
• Regression Trees With Fused Leaves

  2024 Statistics in Medicine article Mathematics Statistical Methods and Inference Open access

  0

  citations
• Simultaneous factors selection and fusion of their levels in penalized logistic regression

  2024 Electronic Journal of Statistics article Mathematics Statistical Methods and Inference Open access

  1

  citations
• Cardinality optimization in constraint-based modelling: application to human metabolism

  2023 Bioinformatics article Biochemistry, Genetics and Molecular Biology Microbial Metabolic Engineering and Bioproduction Open access

  10

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• Accuracy and repeatability of joint sparsity multi-component estimation in MR Fingerprinting

  2022 NeuroImage article Medicine Advanced MRI Techniques and Applications Open access

  5

  citations
• Computational approaches to non-convex, sparsity-inducing multi-penalty regularization

  2021 Inverse Problems article Engineering Sparse and Compressive Sensing Techniques Open access

  4

  citations
• High-dimensional variable selection via low-dimensional adaptive learning

  2021 Electronic Journal of Statistics article Mathematics Statistical Methods and Inference Open access

  11

  citations
• DreamAI: algorithm for the imputation of proteomics data

  2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Chemistry Advanced Proteomics Techniques and Applications Open access

  56

  citations
• Regression shrinkage methods for clinical prediction models do not guarantee improved performance: Simulation study

  2020 Statistical Methods in Medical Research article Mathematics Statistical Methods and Inference Open access

  124

  citations
• Stacked penalized logistic regression for selecting views in multi-view learning

  2020 Information Fusion article Mathematics Statistical Methods and Inference Open access

  27

  citations

12 results