A powerful and efficient multivariate approach for voxel-level connectome-wide association studies

Gong, WK; Cheng, F; Rolls, ET; Lo, CYZ; Huang, CC; Tsai, SJ; Yang, AC; Lin, CP; Feng, JF

Gong, WK (reprint author), Chinese Acad Sci, CAS MPG Partner Inst Computat Biol, Shanghai Inst Biol Sci, Key Lab Computat Biol, Shanghai 200031, Peoples R China.; Feng, JF (reprint author), Fudan Univ, Inst Sci & Technol Brain Inspired Intelligence, Shang

NEUROIMAGE, 2019; 188 (): 628

Abstract

We describe an approach to multivariate analysis, termed structured kernel principal component regression (sKPCR), to identify associations in voxel-l......

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