Double robust estimator in general treatment regimes based on Covariate-balancing

ABSTRACT

Double robust estimators have double the chance of being a consistent estimator of a causal effect in binary treatments cases. In this paper, we proposed an estimator of a causal effect for general treatment regimes based on covariate-balancing. Under parametrical situation, our estimator has double robustness.

Keywords:

• Causal effect
• Covariate-balancing
• Double robust estimator
• General treatment regimes

MATHEMATICS SUBJECT CLASSIFICATION:

• 62-02

Acknowledgments

We would like to express our thanks to professor Dylan Small for his comments.