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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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01/11/2023
RobustIV and controlfunctionIV: Causal Inference for Linear and Nonlinear Models with Invalid Instrumental Variables
We present R software packages RobustIV and controlfunctionIV for causal...
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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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06/02/2020
Two Robust Tools for Inference about Causal Effects with Invalid Instruments
Instrumental variables have been widely used to estimate the causal effe...
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10/12/2019
Partially Pooled Propensity Score Models for Average Treatment Effect Estimation with Multilevel Data
Causal inference analyses often use existing observational data, which i...
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07/30/2019
Network Dependence and Confounding by Network Structure Lead to Invalid Inference
Researchers across the health and social sciences generally assume that ...
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12/12/2018
Causal inference, social networks, and chain graphs
Traditionally, statistical and causal inference on human subjects relies...
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10/09/2017