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BFLCRM: A BAYESIAN FUNCTIONAL LINEAR COX REGRESSION MODEL FOR PREDICTING TIME TO CONVERSION TO ALZHEIMER’S DISEASE

The aim of this paper is to develop a Bayesian functional linear Cox regression model (BFLCRM) with both functional and scalar covariates. This new development is motivated by establishing the likelihood of conversion to Alzheimer’s disease (AD) in 346 patients with mild cognitive impairment (MCI) e...

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Detalhes bibliográficos
Publicado no:Ann Appl Stat
Main Authors: Lee, Eunjee, Zhu, Hongtu, Kong, Dehan, Wang, Yalin, Giovanello, Kelly Sullivan, Ibrahim, Joseph G
Formato: Artigo
Idioma:Inglês
Publicado em: 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4756762/
https://ncbi.nlm.nih.gov/pubmed/26900412
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/15-AOAS879
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