Comparing the stability and reproducibility of brain-behaviour relationships found using Canonical Correlation Analysis and Partial Least Squares within the ABCD Sample

INTRODUCTION: Canonical Correlation Analysis (CCA) and Partial Least Squares Correlation (PLS) detect associations between two data matrices based on computing a linear combination between the two matrices (called latent variables; LVs). These LVs maximize correlation (CCA) and covariance (PLS). The...

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Detalles Bibliográficos
Autores principales: Nakua, Hajer, Yu, Ju-Chi, Abdi, Hervé, Hawco, Colin, Voineskos, Aristotle, Hill, Sean, Lai, Meng-Chuan, Wheeler, Anne L., McIntosh, Anthony Randal, Ameis, Stephanie H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10028915/
https://www.ncbi.nlm.nih.gov/pubmed/36945610
http://dx.doi.org/10.1101/2023.03.08.531763

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