Multivariate analytical approaches for investigating brain-behavior relationships

Multivariate analytical approaches for investigating brain-behavior relationships

BackgroundMany studies of brain-behavior relationships rely on univariate approaches where each variable of interest is tested independently, which does not allow for the simultaneous investigation of multiple correlated variables. Alternatively, multivariate approaches allow for examining relations...

Full description

Bibliographic Details
Main Authors: E. Leighton Durham, Karam Ghanem, Andrew J. Stier, Carlos Cardenas-Iniguez, Gabrielle E. Reimann, Hee Jung Jeong, Randolph M. Dupont, Xiaoyu Dong, Tyler M. Moore, Marc G. Berman, Benjamin B. Lahey, Danilo Bzdok, Antonia N. Kaczkurkin
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-07-01
Series:Frontiers in Neuroscience
Subjects:
canonical correlation analysis
partial least squares
gray matter volume
psychopathology
brain development
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2023.1175690/full

Internet

https://www.frontiersin.org/articles/10.3389/fnins.2023.1175690/full

Similar Items