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10/28/2021
The Balancing Act in Causal Inference
The idea of covariate balance is at the core of causal inference. Invers...
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06/03/2021
Off-Policy Evaluation via Adaptive Weighting with Data from Contextual Bandits
It has become increasingly common for data to be collected adaptively, f...
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04/18/2021
Least Squares with Error in Variables
Error-in-variables regression is a common ingredient in treatment effect...
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11/07/2019
Confidence Intervals for Policy Evaluation in Adaptive Experiments
Adaptive experiments can result in considerable cost savings in multi-ar...
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01/11/2019
Minimax Linear Estimation of the Retargeted Mean
Weighting methods that adjust for observed covariates, such as inverse p...
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12/24/2018
Synthetic Difference in Differences
We present a new perspective on the Synthetic Control (SC) method as a w...
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11/06/2018
Debiased Inference of Average Partial Effects in Single-Index Models
We propose a method for average partial effect estimation in high-dimens...
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11/30/2017