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Bayesian Inference for Smoking Cessation with a Latent Cure State

We present a Bayesian approach to modeling dynamic smoking addiction behavior processes when cure is not directly observed due to censoring. Subject-specific probabilities model the stochastic transitions among three behavioral states: smoking, transient quitting, and permanent quitting (absorbent s...

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Bibliographic Details
Main Authors: Luo, Sheng, Crainiceanu, Ciprian M., Louis, Thomas A., Chatterjee, Nilanjan
Format: Artigo
Language:Inglês
Published: 2009
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC3856570/
https://ncbi.nlm.nih.gov/pubmed/19173701
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/j.1541-0420.2008.01167.x
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