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08/07/2023
Doubly Robust Estimator for Off-Policy Evaluation with Large Action Spaces
We study Off-Policy Evaluation (OPE) in contextual bandit settings with ...
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08/01/2023
Design of egocentric network-based studies to estimate causal effects under interference
Many public health interventions are conducted in settings where individ...
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04/19/2023
Evaluating Spillover Effects in Network-Based Studies In the Presence of Missing Outcomes
Estimating causal effects in the presence of spillover among individuals...
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04/01/2023
Using Overlap Weights to Address Extreme Propensity Scores in Estimating Restricted Mean Counterfactual Survival Times
While the inverse probability of treatment weighting (IPTW) is a commonl...
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11/16/2022
Selecting Subpopulations for Causal Inference in Regression Discontinuity Designs
The Brazil Bolsa Familia (BF) program is a conditional cash transfer pro...
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09/15/2021
Causal Effects with Hidden Treatment Diffusion on Observed or Partially Observed Networks
In randomized experiments, interactions between units might generate a t...
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08/10/2021
Estimating Causal Effects of Non-Randomized HIV Prevention Interventions with Interference in Network-based Studies among People who Inject Drugs
Evaluating causal effects in the presence of interference is challenging...
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12/09/2020
Bipartite Interference and Air Pollution Transport: Estimating Health Effects of Power Plant Interventions
Evaluating air quality interventions is confronted with the challenge of...
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10/06/2020
No increase in COVID-19 mortality after the 2020 primary elections in the USA
We examined the impact of voting on the spread of COVID-19 after the US ...
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08/03/2020
Heterogeneous Treatment and Spillover Effects under Clustered Network Interference
The bulk of causal inference studies rules out the presence of interfere...
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04/28/2020
Causal Inference on Networks under Continuous Treatment Interference
This paper presents a methodology to draw causal inference in a non-expe...
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07/29/2018