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stat.ME2026
Longitudinal Outcomes Truncated by Death: Causal Estimands and Bayesian Estimators
Juliette Ortholand, Young Lee, Marie-Abele C Bind
In randomized controlled trials with longitudinal outcomes, death before the end of follow-up poses a fundamental challenge: after death, the outcome is no longer a real-valued mea…
stat.ME2020
Bayesian causal inference for count potential outcomes
Young Lee, Wicher P. Bergsma, Marie-Abele C. Bind
The literature for count modeling provides useful tools to conduct causal inference when outcomes take non-negative integer values. Applied to the potential outcomes framework, we…