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WAVELET-DOMAIN REGRESSION AND PREDICTIVE INFERENCE IN PSYCHIATRIC NEUROIMAGING

An increasingly important goal of psychiatry is the use of brain imaging data to develop predictive models. Here we present two contributions to statistical methodology for this purpose. First, we propose and compare a set of wavelet-domain procedures for fitting generalized linear models with scala...

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Detalles Bibliográficos
Publicado en:Ann Appl Stat
Autores principales: Reiss, Philip T., Huo, Lan, Zhao, Yihong, Kelly, Clare, Ogden, R. Todd
Formato: Artigo
Lenguaje:Inglês
Publicado: 2015
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Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC4912166/
https://ncbi.nlm.nih.gov/pubmed/27330652
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/15-AOAS829
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