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09/16/2023
Generalizing Trimming Bounds for Endogenously Missing Outcome Data Using Random Forests
In many experimental or quasi-experimental studies, outcomes of interest...
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06/29/2021
Inference in Spatial Experiments with Interference using the SpatialEffect Package
This paper presents methods for analyzing spatial experiments when compl...
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06/29/2021
How to Account for Alternatives When Comparing Effects: Revisiting 'Bringing Education to Afghan Girls'
This paper uses a "principal strata" approach to decompose treatment eff...
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10/26/2020
Design-Based Inference for Spatial Experiments with Interference
We consider design-based causal inference in settings where randomized t...
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01/15/2020
Spillover Effects in Experimental Data
We present current methods for estimating treatment effects and spillove...
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06/19/2019
From Local to Global: External Validity in a Fertility Natural Experiment
We study issues related to external validity for treatment effects using...
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06/19/2018
Evaluating Ex Ante Counterfactual Predictions Using Ex Post Causal Inference
We derive a formal, decision-based method for comparing the performance ...
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07/11/2016