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Constrained Multivariate Functional Principal Components Analysis for Novel Outcomes in Eye-Tracking Experiments.

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第一作者： Brian,Kwan

第一单位： Department of Biostatistics, University of California, Los Angeles, Los Angeles, CA, USA.

作者： Brian,Kwan ^[1] ; Catherine A,Sugar ^[2] ; Qi,Qian ^[1] ; Frederick,Shic ^[3] ; Adam,Naples ^[4] ; Scott P,Johnson ^[5] ; Sara J,Webb ^[6] ; Shafali,Jeste ^[7] ; Susan,Faja ^[8] ; April R,Levin ^[9] ; Geraldine,Dawson ^[10] ; James C,McPartland ^[4] ; Damla,Şentürk ^[1]

作者单位： Department of Biostatistics, University of California, Los Angeles, Los Angeles, CA, USA. ^[1] Department of Biostatistics, University of California, Los Angeles, Los Angeles, CA, USA.;Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA, USA. ^[2] Center for Child Health, Behavior and Development, Seattle Children's Research Institute, Seattle, WA, USA.;Department of Pediatrics, School of Medicine, University of Washington, Seattle, WA, USA. ^[3] Child Study Center, School of Medicine, Yale University, New Haven, CT, USA. ^[4] Department of Psychology, University of California, Los Angeles, Los Angeles, CA, USA. ^[5] Center for Child Health, Behavior and Development, Seattle Children's Research Institute, Seattle, WA, USA.;Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA. ^[6] Children's Hospital Los Angeles, Keck School of Medicine, University of South California, Los Angeles, CA, USA. ^[7] Laboratory of Cognitive Neuroscience, Division of Developmental Medicine, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA. ^[8] Department of Neurology, Boston Children's Hospital and Harvard Medical School, Boston, MA, USA. ^[9] Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC, USA. ^[10]

关键词 Autism spectrum disorder Eye tracking Functional data analysis Functional principal components analysis Multivariate functional principal component analysis

DOI 10.1007/s12561-023-09399-1

PMID 39703730

发布时间 2025-03-15

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