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. Author manuscript; available in PMC: 2020 Jul 1.
Published in final edited form as: Neuroimage. 2019 Mar 17;194:25–41. doi: 10.1016/j.neuroimage.2019.03.030

Table 4.

Area under the ROC curves integrated over FPR ∊ [0, 0.1]) for all combinations of subject-level and group-level univariate and multivariate analysis methods.

Univariate summary statistics (SV) Group-level analysis method Univariate Fisher’s data fusion (Fisher) Multivariate cCCA
Subject-level analysis method GLM on unsmoothed time series (SV) 0.0712 0.0227 0.0790
cCCA on unsmoothed time series (cCCA) 0.0798 N/A 0.0849
GLM on smoothed time series with FWHM = 2mm (SVGS2) 0.0745 0.0259 0.0812
GLM on smoothed time series with FWHM = 4mm (SVGS4) 0.0748 0.0377 0.0801
GLM on smoothed time series with FWHM = 6mm (SVGS6) 0.0681 0.0348 0.0729