Marginal Structural Models and Causal Inference in Epidemiology

• Therapeutic drug monitoring of high-dosage intravenous flucloxacillin and mortality in patients with Staphylococcus aureus bacteremia: a retrospective cohort study using inverse probability weighting

  2026 European Journal of Clinical Microbiology & Infectious Diseases article Medicine Antibiotics Pharmacokinetics and Efficacy Open access

  0

  citations
• Risk of Heart Failure Hospitalization for GLP-1 Receptor Agonists Versus DPP-4 Inhibitors or SGLT-2 Inhibitors in Patients With Type 2 Diabetes: A Target Trial Emulation

  2026 Circulation article Medicine Diabetes Treatment and Management

  4

  citations
• Estimating conditional survival benefit for the allocation of scarce resources

  2026 Statistical Methods in Medical Research article Mathematics Advanced Causal Inference Techniques Open access

  0

  citations
• A megastudy of behavioral interventions to catalyze public, political, and financial climate advocacy

  2026 PNAS Nexus article Social Sciences Climate Change Communication and Perception Open access

  4

  citations
• Impact of Near‐Positivity Violations on IPTW‐Estimated Marginal Structural Survival Models With Time‐Dependent Confounding

  2025 Biometrical Journal article Mathematics Advanced Causal Inference Techniques Open access

  2

  citations
• Chronic kidney disease and dementia: an epidemiological perspective

  2025 Nature Reviews Nephrology review Medicine Dementia and Cognitive Impairment Research Open access

  13

  citations
• Oral Semaglutide and Cardiovascular Outcomes in People With Type 2 Diabetes, According to SGLT2i Use: Prespecified Analyses of the SOUL Randomized Trial

  2025 Circulation article Medicine Diabetes Treatment and Management Open access

  68

  citations
• Causal effect of chemotherapy received dose intensity on survival outcome: a retrospective study in osteosarcoma

  2024 BMC Medical Research Methodology article Medicine Sarcoma Diagnosis and Treatment Open access

  5

  citations
• Long-Term Prognostic Impact of Pulmonary Hypertension After Venous Thromboembolism

  2023 The American Journal of Cardiology article Medicine Venous Thromboembolism Diagnosis and Management Open access

  4

  citations
• Tell me what you want, what you really really want: Estimands in observational pharmacoepidemiologic comparative effectiveness and safety studies

  2023 Pharmacoepidemiology and Drug Safety article Mathematics Statistical Methods in Clinical Trials Open access

  21

  citations
• Tying research question and analytical strategy when variables are affected by medication use

  2023 Pharmacoepidemiology and Drug Safety article Mathematics Advanced Causal Inference Techniques Open access

  2

  citations
• An introduction to inverse probability of treatment weighting in observational research

  2021 Clinical Kidney Journal article Mathematics Advanced Causal Inference Techniques Open access cited by 3 patents

  950

  citations
• Is there a role for statistics in artificial intelligence?

  2021 Advances in Data Analysis and Classification article Mathematics Statistics Education and Methodologies Open access

  76

  citations
• Stopping Renin-Angiotensin System Inhibitors in Patients with Advanced CKD and Risk of Adverse Outcomes: A Nationwide Study

  2020 Journal of the American Society of Nephrology article Medicine Chronic Kidney Disease and Diabetes Open access

  199

  citations
• Estimating the Effect of Early Treatment Initiation in Parkinson's Disease Using Observational Data

  2020 Movement Disorders article Medicine Parkinson's Disease Mechanisms and Treatments Open access

  14

  citations
• Formulating causal questions and principled statistical answers

  2020 Statistics in Medicine article Mathematics Advanced Causal Inference Techniques Open access

  86

  citations
• Quantitative Bias Analysis for a Misclassified Confounder

  2020 Epidemiology article Mathematics Advanced Causal Inference Techniques Open access

  12

  citations
• Prediction meets causal inference: the role of treatment in clinical prediction models

  2020 European Journal of Epidemiology article Mathematics Advanced Causal Inference Techniques Open access

  126

  citations
• Best timing of tranexamic acid administration for bleeding after trauma or childbirth remains to be established

  2020 BMJ Evidence-Based Medicine article Medicine Blood transfusion and management Open access

  0

  citations

19 results