treatment effect
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The s-value: evaluating stability with respect to distributional shifts
However, sampling is not the only source of uncertainty. In practice, distributions change between locations and across time.
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Conformal Meta-learners for Predictive Inference of Individual Treatment Effects
Previous work has focused primarily on developing ML-based "meta-learners" that can provide point estimates of the conditional
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Double Machine Learning Density Estimation for Local Treatment Effects with Instruments
Local treatment effects are a common quantity found throughout the empirical sciences that measure the treatment effect among those who comply with what they are assigned. Most of the literature is focused on estimating the average of such quantity, which is called the " local average treatment effect (LATE) " [
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