A group comparison in fMRI data using a semiparametric model under shape invariance

DOI10.1016/j.csda.2021.107361OpenAlexW3205037375MaRDI QIDQ2072394

Nicole A. Lazar, Jennifer E. McDowell, Christopher J. Helms, Brooke S. Jackson, Arunava Samaddar, Cheol-Woo Park

Publication date: 26 January 2022

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2021.107361

zbMATH Keywords

attenuationschizophrenialocal polynomial smoothingsaccadescognitive controlgroupwise difference

Mathematics Subject Classification ID

Statistics (62-XX)

Uses Software

• fda (R)
• GenSA
• AFNI
• neuRosim
• SiZer

Cites Work

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• Functional data analysis
• Model estimation in nonlinear regression under shape invariance
• A Flexible Model for Human Circadian Rhythms
• SiZer for Exploration of Structures in Curves

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