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03/10/2023
Policy effect evaluation under counterfactual neighborhood interventions in the presence of spillover
Policy interventions can spill over to units of a population that are no...
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01/17/2023
Estimation of Policy-Relevant Causal Effects in the Presence of Interference with an Application to the Philadelphia Beverage Tax
To comprehensively evaluate a public policy intervention, researchers mu...
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05/11/2022
Leveraging baseline covariates to analyze small cluster-randomized trials with a rare binary outcome
Cluster-randomized trials (CRTs) involve randomizing entire groups of pa...
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10/19/2021
Addressing Positivity Violations in Causal Effect Estimation using Gaussian Process Priors
In observational studies, causal inference relies on several key identif...
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08/19/2021
Combining Real-World and Randomized Control Trial Data Using Data-Adaptive Weighting via the On-Trial Score
Clinical trials with a hybrid control arm (a control arm constructed fro...
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07/07/2021
Identifying optimally cost-effective dynamic treatment regimes with a Q-learning approach
Health policy decisions regarding patient treatment strategies require c...
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01/25/2021
A regression framework for a probabilistic measure of cost-effectiveness
To make informed health policy decisions regarding a treatment, we must ...
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09/22/2020
Hierarchical Bayesian Bootstrap for Heterogeneous Treatment Effect Estimation
A major focus of causal inference is the estimation of heterogeneous ave...
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09/02/2020
Analysis of survival data with non-proportional hazards: A comparison of propensity score weighted methods
One of the most common ways researchers compare survival outcomes across...
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07/25/2020
Doubly Robust Nonparametric Instrumental Variable Estimators for Survival Outcomes
Instrumental variable (IV) methods allow us the opportunity to address u...
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02/11/2020
Bayesian Nonparametric Cost-Effectiveness Analyses: Causal Estimation and Adaptive Subgroup Discovery
Cost-effectiveness analyses (CEAs) are at the center of health economic ...
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11/29/2019
Net benefit separation and the determination curve: a probabilistic framework for cost-effectiveness estimation
Considerations regarding clinical effectiveness and cost are essential i...
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10/22/2018