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Robust functional clustering of ERP data with application to a study of implicit learning in autism

Motivated by a study on visual implicit learning in young children with Autism Spectrum Disorder (ASD), we propose a robust functional clustering (RFC) algorithm to identify subgroups within electroencephalography (EEG) data. The proposed RFC is an iterative algorithm based on functional principal c...

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Publicat a:Biostatistics
Autors principals: Hasenstab, Kyle, Sugar, Catherine, Telesca, Donatello, Jeste, Shafali, Şentürk, Damla
Format: Artigo
Idioma:Inglês
Publicat: Oxford University Press 2016
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC4915609/
https://ncbi.nlm.nih.gov/pubmed/26846337
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biostatistics/kxw002
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