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Jia-Yi Dan

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Preprint Aug 2026

Doubly Robust Estimation of Causal Effect on CVR with Targeted Regularization

A new doubly robust causal effect estimator for chain-structured outcomes such as CVR is developed, which achieves a faster convergence rate compared to nuisance parameters estimation and is therefore more robust when using flexible nonparametric estimators, including neural networks.

Jia-Yi Dan, Bo Li, Lu Deng et al. · 0 citations