MVComp toolbox: MultiVariate Comparisons of brain MRI features accounting for common information across metrics
Stefanie A Tremblay,
Zaki Alasmar,
Amir Pirhadi
et al.
Abstract:Multivariate approaches have recently gained in popularity to address the physiological unspecificity of neuroimaging metrics and to better characterize the complexity of biological processes underlying behavior. However, commonly used approaches are biased by the intrinsic associations between variables, or they are computationally expensive and may be more complicated to implement than standard univariate approaches. Here, we propose using the Mahalanobis distance (D2), an individual-level measure of deviati… Show more
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