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Multi-Armed Angle-Based Direct Learning for Estimating Optimal Individualized Treatment Rules With Various Outcomes
Estimating an optimal individualized treatment rule (ITR) based on patients’ information is an important problem in precision medicine. An optimal ITR is a decision function that optimizes patients’ expected clinical outcomes. Many existing methods in the literature are designed for binary treatment...
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| Gepubliceerd in: | J Am Stat Assoc |
|---|---|
| Hoofdauteurs: | , , , |
| Formaat: | Artigo |
| Taal: | Inglês |
| Gepubliceerd in: |
2019
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| Onderwerpen: | |
| Online toegang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC8248273/ https://ncbi.nlm.nih.gov/pubmed/34219848 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2018.1529597 |
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