. Author manuscript; available in PMC: 2023 Jul 17.

Published in final edited form as: Neuroimage. 2022 Oct 20;264:119699. doi: 10.1101/2021.02.09.430363

Table 3. Post-hoc tests of SRMSE between true and predicted values.

	Mean SRMSE (STD)				Post-hoc comparison
SRMSE	training set	test set	HBLM	HBGPM	mod. ComBat	ComBat	residuals	raw data
HBLM	0.0608 (0.006)	0.066 (0.005)		n.s	^***	^***	^***	^***
HBGPM	0.0587 (0.006)	0.064 (0.006)	ns.		^***	^***	^***	^***
mod. ComBat	0.0763 (0.007)	0.075 (0.008)	^***	^***		^***	n.s	ns.
ComBat	0.0872 (0.003)	0.085 (0.005)	^***	^***	^***		^***	^***
residuals	0.0865 (0.003)	0.085 (0.004)	^***	^***	ns.	^***		n.s
raw data	0.0808 (0.006)	0.085 (0.008)	^***	^***	^***	^***	^***

Cell values indicate post-hoc comparison significance values (adjusted by tukey method for a comparing a family of 6 estimates). Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 ns. blue: test set. yellow: training set.