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WERM -- Weighted Empirical Risk Minimization (WERM) based Causal Effect Estimation

A set of codes for Weighted Empirical Risk Minimization (WERM) based causal effect estimation, described in Learning Causal Effects via Weighted Empirical Risk Minimization. WERM estimator is supporting to estimate the mean of the causal effect estimation (i.e., E[Y|do(x)]).

Requirements

Usage Example

Demonstration for the toy example

Reproducing the experiments

werm's People

Contributors

yonghanjung avatar

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