137 citations
- University of TorontoCA11 papers
- SickKids FoundationCA7 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- Université Paris CitéFR3 papers
- University College LondonGB3 papers
- University of BristolGB3 papers
- Charité - Universitätsmedizin BerlinDE2 papers
- Columbia UniversityUS2 papers
- Johns Hopkins UniversityUS2 papers
- Laboratoire Psychologie de la PerceptionFR2 papers
- Public Health OntarioCA2 papers
- Rutgers, The State University of New JerseyUS2 papers
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3 papers · 1 filter
stat.ME2025★ 1 cited
Marginal and conditional summary measures: transportability and compatibility across studies
Antonio Remiro-Azócar, David M. Phillippo, Nicky J. Welton +4
Marginal and conditional summary measures do not generally coincide, have different interpretations and correspond to different decision questions. While these aspects have primari…
stat.ME2025
Bayesian Sensitivity Analysis for Causal Estimation with Time-varying Unmeasured Confounding
Yushu Zou, Liangyuan Hu, Amanda Ricciuto +2
Causal inference relies on the untestable assumption of no unmeasured confounding. Sensitivity analysis can be used to quantify the impact of unmeasured confounding on causal estim…
stat.ME2024★ 4 cited
Effect modification and non-collapsibility leads to conflicting treatment decisions: a review of marginal and conditional estimands and recommendations for decision-making
David M. Phillippo, Antonio Remiro-Azócar, Anna Heath +4
Effect modification occurs when a covariate alters the relative effectiveness of treatment compared to control. It is widely understood that, when effect modification is present, t…