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Interpretable High-Dimensional Inference Via Score Projection with an Application in Neuroimaging

In the fields of neuroimaging and genetics, a key goal is testing the association of a single outcome with a very high-dimensional imaging or genetic variable. Often, summary measures of the high-dimensional variable are created to sequentially test and localize the association with the outcome. In...

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Detalhes bibliográficos
Publicado no:J Am Stat Assoc
Main Authors: Vandekar, Simon N., Reiss, Philip T., Shinohara, Russell T.
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6756796/
https://ncbi.nlm.nih.gov/pubmed/31548755
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2018.1448826
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