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PCA leverage: outlier detection for high-dimensional functional magnetic resonance imaging data

Outlier detection for high-dimensional (HD) data is a popular topic in modern statistical research. However, one source of HD data that has received relatively little attention is functional magnetic resonance images (fMRI), which consists of hundreds of thousands of measurements sampled at hundreds...

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Detalhes bibliográficos
Publicado no:Biostatistics
Main Authors: Mejia, Amanda F., Nebel, Mary Beth, Eloyan, Ani, Caffo, Brian, Lindquist, Martin A.
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5862350/
https://ncbi.nlm.nih.gov/pubmed/28334131
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biostatistics/kxw050
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