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Aberrant Crypt Foci and Semiparametric Modeling of Correlated Binary Data

Motivated by the spatial modeling of aberrant crypt foci (ACF) in colon carcinogenesis, we consider binary data with probabilities modeled as the sum of a nonparametric mean plus a latent Gaussian spatial process that accounts for short-range dependencies. The mean is modeled in a general way using...

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Detalhes bibliográficos
Main Authors: Apanasovich, Tatiyana V., Ruppert, David, Lupton, Joanne R., Popovic, Natasa, Turner, Nancy D., Chapkin, Robert S., Carroll, Raymond J.
Formato: Artigo
Idioma:Inglês
Publicado em: 2007
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2659549/
https://ncbi.nlm.nih.gov/pubmed/17725810
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/j.1541-0420.2007.00892.x
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