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Found 5 papers, 3 papers with code
Covariate Balancing Sensitivity Analysis for Extrapolating Randomized Trials across Locations
The ability to generalize experimental results from randomized control trials (RCTs) across locations is crucial for informing policy decisions in targeted regions.
Nonparametric Heterogeneous Treatment Effect Estimation in Repeated Cross Sectional Designs
Identifying heterogeneity in a population's response to a health or policy intervention is crucial for evaluating and informing policy decisions.
Methodology
Learning When-to-Treat Policies
Many applied decision-making problems have a dynamic component: The policymaker needs not only to choose whom to treat, but also when to start which treatment.
Quasi-Oracle Estimation of Heterogeneous Treatment Effects
We first estimate marginal effects and treatment propensities in order to form an objective function that isolates the causal component of the signal.
Why Adaptively Collected Data Have Negative Bias and How to Correct for It
In this paper, we prove that when the data collection procedure satisfies natural conditions, then sample means of the data have systematic \emph{negative} biases.
