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Evaluation of treatment efficacy using a Bayesian mixture piecewise linear model of longitudinal biomarkers

Prostate-specific antigen (PSA) is a widely used marker in clinical trials for patients with prostate cancer. We develop a mixture model to estimate longitudinal PSA trajectory in response to treatment. The model accommodates subjects responding and not responding to therapy through a mixture of two...

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Detalhes bibliográficos
Publicado no:Stat Med
Main Authors: Zhao, Lili, Feng, Dai, Neelon, Brian, Buyse, Marc
Formato: Artigo
Idioma:Inglês
Publicado em: 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5995342/
https://ncbi.nlm.nih.gov/pubmed/25630845
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.6445
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