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REGULARIZED BRAIN READING WITH SHRINKAGE AND SMOOTHING

Functional neuroimaging measures how the brain responds to complex stimuli. However, sample sizes are modest, noise is substantial, and stimuli are high dimensional. Hence, direct estimates are inherently imprecise and call for regularization. We compare a suite of approaches which regularize via sh...

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Detalhes bibliográficos
Publicado no:Ann Appl Stat
Main Authors: Wehbe, Leila, Ramdas, Aaditya, Steorts, Rebecca C., Shalizi, Cosma Rohilla
Formato: Artigo
Idioma:Inglês
Publicado em: 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8317475/
https://ncbi.nlm.nih.gov/pubmed/34326914
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/15-aoas837
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