A causal framework for classical statistical estimands in failure‐time settings with competing events

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• 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

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• Doubly Robust Estimation of Marginal Cumulative Incidence Curves for Competing Risk Analysis

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• Target trial emulation framework: mitigating methodological challenges and application in COVID-19 treatment evaluation studies

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• Causal Multistate Models to Evaluate Treatment Delay

  2025 Statistics in Medicine article Mathematics Advanced Causal Inference Techniques Open access

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• Methodological Considerations to Enhance the Relevance of Causal Observational Research in the Field of Kidney Disease

  2025 Journal of the American Society of Nephrology article Mathematics Advanced Causal Inference Techniques Open access

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• Periprosthetic Joint Infection After Total Knee Arthroplasty With or Without Antibiotic Bone Cement

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• Bias of the additive hazard model in the presence of causal effect heterogeneity

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• The built-in selection bias of hazard ratios formalized using structural causal models

  2024 Lifetime Data Analysis article Mathematics Advanced Causal Inference Techniques Open access

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• 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

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• Timing of dialysis initiation to reduce mortality and cardiovascular events in advanced chronic kidney disease: nationwide cohort study

  2021 BMJ article Medicine Dialysis and Renal Disease Management Open access

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• 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

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• 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

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13 results