Ridge Regression: Biased Estimation for Nonorthogonal Problems

• Robust Metabolomic Age Prediction Based on a Wide Selection of Metabolites

  2025 The Journals of Gerontology Series A article Biochemistry, Genetics and Molecular Biology Metabolomics and Mass Spectrometry Studies Open access

  11

  citations
• Federated Learning Enabled Privacy-Preserving Data Access for Predicting 30-Day Mortality in Acute Myocardial Infarction

  2025 SSRN Electronic Journal preprint Computer Science Privacy-Preserving Technologies in Data Open access

  0

  citations
• An out-of-sample perspective on the assessment of incremental predictive validity

  2024 Behaviormetrika article Decision Sciences Psychometric Methodologies and Testing Open access

  2

  citations
• A comparison of hyperparameter tuning procedures for clinical prediction models: A simulation study

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

  35

  citations
• The MELODIC Family for Simultaneous Binary Logistic Regression in a Reduced Space

  2023 Behaviormetrics book-chapter Mathematics Statistical Methods and Applications Open access

  4

  citations
• Analyzing Hierarchical Multi-View MRI Data With StaPLR: An Application to Alzheimer's Disease Classification

  2022 Frontiers in Neuroscience article Medicine Dementia and Cognitive Impairment Research Open access

  5

  citations
• To Correct or Not To Correct? Reliability of Psychological Tests and Incremental Predictive Validity from a Statistical Learning Perspective. (This paper was recently published in Behaviometrika: "An out-of-sample perspective on the assessment of incremental predictive validity")

  2022 preprint Decision Sciences Psychometric Methodologies and Testing Open access

  0

  citations
• Privacy-preserving dataset combination and Lasso regression for healthcare predictions

  2021 BMC Medical Informatics and Decision Making article Computer Science Privacy-Preserving Technologies in Data Open access

  50

  citations
• Exact model comparisons in the plausibility framework

  2021 Journal of Statistical Planning and Inference article Mathematics Statistical Methods and Inference Open access

  1

  citations
• Sparse Coding-based Intra Prediction in VVC

  2021 Picture Coding Symposium conference-paper Computer Science Video Coding and Compression Technologies

  2

  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
• Interacting brains revisited: A cross-brain network neuroscience perspective

  2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Functional Brain Connectivity Studies Open access

  4

  citations
• Generalizing Event Studies Using Synthetic Controls: An Application to the Dollar Tree–Family Dollar Acquisition

  2021 SSRN Electronic Journal preprint Business, Management and Accounting Corporate Finance and Governance Open access

  2

  citations
• Baseline urinary metabolites predict albuminuria response to spironolactone in type 2 diabetes

  2020 Translational research article Medicine Chronic Kidney Disease and Diabetes Open access

  12

  citations
• Pre-trained MRI-based Alzheimer's disease classification models to classify memory clinic patients

  2020 NeuroImage Clinical article Medicine Dementia and Cognitive Impairment Research Open access

  12

  citations

15 results