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Bayesian Nonparametric Non-Proportional Hazards Survival Modelling
We develop a Dependent Dirichlet Process model for survival analysis data. A major feature of the proposed approach is that there is no necessity for resulting survival curve estimates to satisfy the ubiquitous proportional hazards assumption. An illustration based on a cancer clinical trial is give...
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| Main Authors: | , , , |
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| Format: | Artigo |
| Jezik: | Inglês |
| Izdano: |
2009
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| Teme: | |
| Online dostop: | https://ncbi.nlm.nih.gov/pmc/articles/PMC2748143/ https://ncbi.nlm.nih.gov/pubmed/19210742 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/j.1541-0420.2008.01166.x |
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