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Improved doubly robust estimation in learning optimal individualized treatment rules

Individualized treatment rules (ITRs) recommend treatment according to patient characteristics. There is a growing interest in developing novel and efficient statistical methods in constructing ITRs. We propose an improved doubly robust estimator of the optimal ITRs. The proposed estimator is based...

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Bibliografiska uppgifter
I publikationen:J Am Stat Assoc
Huvudupphovsmän: Pan, Yinghao, Zhao, Ying-Qi
Materialtyp: Artigo
Språk:Inglês
Publicerad: 2020
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC8132732/
https://ncbi.nlm.nih.gov/pubmed/34024961
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2020.1725522
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