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Evaluating permutation-based inference for partial least squares analysis of neuroimaging data.

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第一作者： Matthew,Danyluik

第一单位： Cerebral Imaging Centre, Douglas Mental Health University Institute, Montreal, Canada.;Integrated Program in Neuroscience, McGill University, Montreal, Canada.

作者： Matthew,Danyluik ^[1] ; Yashar,Zeighami ^[2] ; Alice,Mukora ^[1] ; Martin,Lepage ^[3] ; Jai,Shah ^[4] ; Ridha,Joober ^[4] ; Bratislav,Misic ^[5] ; Yasser,Iturria-Medina ^[6] ; M Mallar,Chakravarty ^[7]

作者单位： Cerebral Imaging Centre, Douglas Mental Health University Institute, Montreal, Canada.;Integrated Program in Neuroscience, McGill University, Montreal, Canada. ^[1] Cerebral Imaging Centre, Douglas Mental Health University Institute, Montreal, Canada.;Department of Psychiatry, McGill University, Montreal, Canada. ^[2] Department of Psychiatry, McGill University, Montreal, Canada.;Prevention and Early Intervention for Psychosis, Douglas Mental Health University Institute, Montreal, Canada.;Department of Psychology, McGill University, Montreal, Canada. ^[3] Department of Psychiatry, McGill University, Montreal, Canada.;Prevention and Early Intervention for Psychosis, Douglas Mental Health University Institute, Montreal, Canada. ^[4] McConnell Brain Imaging Centre, McGill University, Montreal, Canada.;Department of Neurology and Neurosurgery, McGill University, Montreal, Canada. ^[5] McConnell Brain Imaging Centre, McGill University, Montreal, Canada.;Department of Neurology and Neurosurgery, McGill University, Montreal, Canada.;Ludmer Centre for Neuroinformatics and Mental Health, McGill University, Montreal, Canada.;Department of Biological and Biomedical Engineering, McGill University, Montreal, Canada. ^[6] Cerebral Imaging Centre, Douglas Mental Health University Institute, Montreal, Canada.;Department of Psychiatry, McGill University, Montreal, Canada.;Department of Biological and Biomedical Engineering, McGill University, Montreal, Canada. ^[7]

关键词 multivariate analysis partial least squares permutation testing statistical inference

DOI 10.1162/imag_a_00434

PMID 40800909

发布时间 2025-08-16

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Evaluating permutation-based inference for partial least squares analysis of neuroimaging data.

Imaging neuroscience (Cambridge, Mass.)

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Evaluating permutation-based inference for partial least squares analysis of neuroimaging data.

Imaging neuroscience (Cambridge, Mass.)

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