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Papers matching “causal effect estimation” 52

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G-formula with multiple imputation for causal inference with incomplete data
2025 Statistical Methods in Medical Research article Mathematics Advanced Causal Inference Techniques Open access

Jonathan William Bartlett, Camila Olarte Parra, Ruth H. Keogh, Erik W. van Zwet, Rhian Daniel

4

citations
The Drug Titration Paradox in the Presence of Intra-Individual Variation: Can we Estimate the True Concentration-Effect Relationship?
2025 The AAPS Journal article Mathematics Statistical Methods in Clinical Trials Open access

Sebastiaan Camiel Goulooze, Elke H. J. Krekels, Catherijne A. J. Knibbe

2

citations
Instrumental variable analysis to estimate treatment effects: a simulation study showing potential benefits of conditioning on hospital
2022 BMC Medical Research Methodology article Mathematics Advanced Causal Inference Techniques Open access

Iris E. Ceyisakar, Nikki van Leeuwen, Ewout Willem Steyerberg, Hester Floor Lingsma

7

citations
Accounting for Latent Covariates in Average Effects from Count Regressions
2020 Multivariate Behavioral Research article Mathematics Advanced Causal Inference Techniques Open access

Christoph Kiefer, Axel Mayer

8

citations
Unmeasured confounding in nonrandomized studies: quantitative bias analysis in health technology assessment
2022 Journal of Comparative Effectiveness Research article Mathematics Advanced Causal Inference Techniques Open access

Thomas P. Leahy, Seamus Kent, Cormac Sammon, Rolf H. H. Groenwold, Richard Grieve, Sreeram V Ramagopalan, +1 more

27

citations
New‐user and prevalent‐user designs and the definition of study time origin in pharmacoepidemiology: A review of reporting practices
2021 Pharmacoepidemiology and Drug Safety article Mathematics Advanced Causal Inference Techniques Open access

Kim Luijken, Judith J. Spekreijse, Maarten van Smeden, Helga Gardarsdóttir, Rolf H. H. Groenwold

30

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

Jungyeon Choi, Olaf M. Dekkers, Saskia le Cessie

2

citations
Designing observational studies to estimate treatment effects in geriatric oncology: A closer look at confounding and its mitigation
2024 Journal of Geriatric Oncology article Mathematics Advanced Causal Inference Techniques

Nienke Aafke de Glas, Sophie Pilleron, Esther Bastiaannet, Florence Canouï‐Poitrine, A. Serrano, Eva Culakova, +1 more

3

citations
Starting right: aligning eligibility and treatment assignment at time zero when emulating a target trial
2025 SSRN Electronic Journal preprint Mathematics Advanced Causal Inference Techniques Open access

Edouard L. Fu, Michael Oscar Harhay, Sebastian Schneeweiß, Rishi J. Desai, Miguel Ángel Hernán

3

citations
A weighting method for simultaneous adjustment for confounding and joint exposure-outcome misclassifications
2020 PubMed Central article Mathematics Advanced Causal Inference Techniques Open access

Bas B. L. Penning de Vries, Maarten van Smeden, Rolf H. H. Groenwold

2

citations
Quantitative Bias Analysis for a Misclassified Confounder
2020 Epidemiology article Mathematics Advanced Causal Inference Techniques Open access

Linda Nab, Rolf H. H. Groenwold, Maarten van Smeden, Ruth H. Keogh

12

citations
Refined moderation analysis with categorical outcomes in precision medicine
2022 Statistics in Medicine article Mathematics Advanced Causal Inference Techniques Open access

Xiaogang Su, Youngjoo Cho, Liqiang Ni, Lei Liu, Elise Dusseldorp

3

citations
Commentary: Quantifying the unknown unknowns
2020 International Journal of Epidemiology editorial Mathematics Advanced Causal Inference Techniques Open access

Rolf H. H. Groenwold

3

citations
Exact Mediation Analysis for Ordinal Outcome and Binary Mediator
2022 Epidemiology article Mathematics Advanced Causal Inference Techniques Open access

Elena Stanghellini, Maria Kateri

2

citations
Re. Selecting Optimal Subgroups for Treatment Using Many Covariates
2020 Epidemiology article Mathematics Advanced Causal Inference Techniques Open access

Bas B. L. Penning de Vries, Rolf H. H. Groenwold, Alex R. Luedtke

2

citations
Commentary: An argument against E-values for assessing the plausibility that an association could be explained away by residual confounding
2020 International Journal of Epidemiology editorial Mathematics Advanced Causal Inference Techniques Open access

Sander Greenland

29

citations
P0811CONFUSION BETWEEN ETIOLOGY AND PREDICTION IN CLINICAL OBSERVATIONAL STUDIES; HOW OFTEN DOES IT ARISE AND HOW CAN WE AVOID IT? A SCOPING REVIEW
2020 Nephrology Dialysis Transplantation article Mathematics Statistical Methods in Epidemiology

Chava L. Ramspek, Friedo Wilhelm Dekker, Merel van Diepen

0

citations
Clinical transfusion-outcomes research: A practical guide
2025 arXiv (Cornell University) preprint Mathematics Advanced Causal Inference Techniques Open access

Sarah J Valk, Camila Caram‐Deelder, Rolf H. H. Groenwold, Johanna G. van der Bom

0

citations
Prediction or causality? A scoping review of their conflation within current observational research
2021 European Journal of Epidemiology article Mathematics Statistical Methods in Epidemiology Open access

Chava L. Ramspek, Ewout Willem Steyerberg, Richard D Riley, Frits Richard Rosendaal, Olaf M. Dekkers, Friedo Wilhelm Dekker, +1 more

126

citations
A weighting method for simultaneous adjustment for confounding and joint exposure-outcome misclassifications
2020 Statistical Methods in Medical Research article Mathematics Advanced Causal Inference Techniques Open access

Bas B. L. Penning de Vries, Maarten van Smeden, Rolf H. H. Groenwold

2

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

Marta Spreafico

2

citations
Bias of time‐varying exposure effects due to time‐varying covariate measurement strategies
2021 Pharmacoepidemiology and Drug Safety article Mathematics Advanced Causal Inference Techniques Open access

Bas B. L. Penning de Vries, Rolf H. H. Groenwold

11

citations
To Adjust or Not to Adjust? When a “Confounder” Is Only Measured After Exposure
2021 Epidemiology article Mathematics Advanced Causal Inference Techniques Open access

Rolf H. H. Groenwold, Tom Palmer, Kate M. Tilling

68

citations
Preventing immortal time bias in observational studies: a matter of design
2023 European Heart Journal Open article Mathematics Advanced Causal Inference Techniques Open access

Bart J.J. Velders, Michiel D. Vriesendorp, Rolf H. H. Groenwold

1

citations
Methodological Challenges of Emulating a Target Trial to Assess Effectiveness of Timing of PCSK9 Inhibitor Treatment Initiation Post Myocardial Infarction
2026 Pharmacoepidemiology and Drug Safety article Mathematics Advanced Causal Inference Techniques Open access

Thomas Cars, Stefan Gustafsson, Queenie M Chan, Nafeesa N Dhalwani, Shia T. Kent, Chris P Gale, +7 more

0

citations