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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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| Veröffentlicht in: | J Am Stat Assoc |
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| Hauptverfasser: | , |
| Format: | Artigo |
| Sprache: | Inglês |
| Veröffentlicht: |
2020
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| Schlagworte: | |
| Online Zugang: | 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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