Model Selection and Estimation in Regression with Grouped Variables

• Fusion Consistency in High-Dimensional Logistic Regression with Factors

  2026 Sankhya A article Mathematics Statistical Methods and Inference Open access

  0

  citations
• Variable Selection via Fused Sparse‐Group Lasso Penalized Multi‐state Models Incorporating Molecular Data

  2025 Biometrical Journal article Mathematics Statistical Methods and Inference Open access

  2

  citations
• Reduced rank regression for mixed predictor and response variables

  2025 British Journal of Mathematical and Statistical Psychology article Mathematics Statistical Methods and Applications Open access

  0

  citations
• Sparse constrained and unconstrained non-symmetric correspondence analysis

  2025 Advances in Data Analysis and Classification article Mathematics Statistical Methods and Inference Open access

  3

  citations
• Concentration and Model Selection Consistency of the Group Lasso for α$$ \alpha $$‐Mixing Errors

  2025 Stat article Mathematics Statistical Methods and Inference Open access

  1

  citations
• Correcting for Observation Bias in Cancer Progression Modeling

  2024 Journal of Computational Biology article Biochemistry, Genetics and Molecular Biology Cancer Genomics and Diagnostics

  2

  citations
• View selection in multi-view stacking: choosing the meta-learner

  2024 Advances in Data Analysis and Classification article Mathematics Statistical Methods and Inference Open access

  9

  citations
• Overcoming Observation Bias for Cancer Progression Modeling

  2024 Lecture notes in computer science conference-paper Biochemistry, Genetics and Molecular Biology Cancer Genomics and Diagnostics

  3

  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
• Overcoming Observation Bias for Cancer Progression Modeling

  2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Cancer Genomics and Diagnostics Open access

  1

  citations
• Discovery of prognostic and treatment predictive biomarkers in recently diagnosed type 1 diabetes patients treated with anti TNFα

  2023 medRxiv preprint Biochemistry, Genetics and Molecular Biology Diabetes and associated disorders Open access

  2

  citations
• Modeling Postoperative Mortality in Older Patients by Boosting Discrete-Time Competing Risks Models

  2023 Journal of the American Statistical Association article Mathematics Statistical Methods and Inference Open access

  1

  citations
• Identification of high‐dimensional omics‐derived predictors for tumor growth dynamics using machine learning and pharmacometric modeling

  2021 CPT Pharmacometrics & Systems Pharmacology article Mathematics Mathematical Biology Tumor Growth Open access

  5

  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
• A general framework for Bayes structured linear models

  2020 The Annals of Statistics article Mathematics Statistical Methods and Inference Open access

  30

  citations
• Discrete optimization methods for group model selection in compressed sensing

  2020 Mathematical Programming article Engineering Sparse and Compressive Sensing Techniques Open access

  6

  citations
• Myelin water imaging from multi-echo T2 MR relaxometry data using a joint sparsity constraint

  2020 NeuroImage article Medicine Advanced MRI Techniques and Applications Open access

  18

  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

18 results