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Optimal treatment regimes for competing risk data using doubly robust outcome weighted learning with bi-level variable selection
The goal of the optimal treatment regime is maximizing treatment benefits via personalized treatment assignments based on the observed patient and treatment characteristics. Parametric regression-based outcome learning approaches require exploring complex interplay between the outcome and treatment...
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| Pubblicato in: | Comput Stat Data Anal |
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| Autori principali: | , , , , |
| Natura: | Artigo |
| Lingua: | Inglês |
| Pubblicazione: |
2021
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| Soggetti: | |
| Accesso online: | https://ncbi.nlm.nih.gov/pmc/articles/PMC8117077/ https://ncbi.nlm.nih.gov/pubmed/33994608 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.csda.2021.107167 |
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