Estimation and inference on high-dimensional individualized treatment rule in observational data using split-and-pooled de-correlated score

Muxuan Liang, Young-Geun Choi, Yang Ning, Maureen A. Smith, Ying-Qi Zhao. Estimation and inference on high-dimensional individualized treatment rule in observational data using split-and-pooled de-correlated score. Journal of Machine Learning Research, 23, 2022. [doi]

Authors

Muxuan Liang

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Young-Geun Choi

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Yang Ning

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Maureen A. Smith

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Ying-Qi Zhao

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