. Author manuscript; available in PMC: 2021 May 1.

Published in final edited form as: J Cogn Neurosci. 2020 Nov 2;33(2):279–302. doi: 10.1162/jocn_a_01645

Table 3.

Performance of SVR models (R² statistic) predicting cognitive composite measures.

Dataset	Cognitive Composite	SVR R² (Uncorrected)	SVR R² (Partial Age)	SVR R² (Partial CVH)
Resting-State fMRI	Global	.045^**	<.001	.005
	Episodic Memory	.007	.018	.021
	Attentional Control	.106^***	.002	.007
	Attentional Control (Corrected for Trails A)	.020^	<.001	<.001

Task-Driven fMRI	Global	.025	.024	.002
	Episodic Memory	.156	.133	.178
	Attentional Control	.135^**	.141^**	.062^*
	Attentional Control (Corrected for Trails A)	.141^**	.139^**	.093^*

Performance is presented for uncorrected models, as well as after statistically controlling for age and cardiovascular health (CVH) variables as covariates in BOLD SD estimates.

p < .05;

^**

p < .01;

^***

p < .001