Cargando…
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...
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 |
Ejemplares similares
-
Canonical Correlation between Behavioral-Psychological Variables and Predictors of Coronary Artery Disease Prognosis
por: Kim, Chul-Hoon, et al.
Publicado: (2020) -
Neurons as Canonical Correlation Analyzers
por: Pehlevan, Cengiz, et al.
Publicado: (2020) -
Comparing the stability and reproducibility of brain-behaviour relationships found using Canonical Correlation Analysis and Partial Least Squares within the ABCD Sample
por: Nakua, Hajer, et al.
Publicado: (2023) -
Non-linear canonical correlation for joint analysis of MEG signals from two subjects
por: Campi, Cristina, et al.
Publicado: (2013) -
A Multifunctional Sensor in Ternary Solution Using Canonical Correlations for Variable Links Assessment
por: Liu, Dan, et al.
Publicado: (2016)