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Stability test of canonical correlation analysis for studying brain‐behavior relationships: The effects of subject‐to‐variable ratios and correlation strengths

Canonical correlation analysis (CCA), a multivariate approach to identifying correlations between two sets of variables, is becoming increasingly popular in neuroimaging studies on brain‐behavior relationships. However, the CCA stability in neuroimaging applications has not been systematically inves...

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Detalles Bibliográficos
Autores principales: Yang, Qingqing, Zhang, Xinxin, Song, Yingchao, Liu, Feng, Qin, Wen, Yu, Chunshui, Liang, Meng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8090773/
https://www.ncbi.nlm.nih.gov/pubmed/33624333
http://dx.doi.org/10.1002/hbm.25373