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. Author manuscript; available in PMC: 2013 Feb 1.

Published in final edited form as: IEEE Trans Biomed Eng. 2011 Nov 8;59(2):504–514. doi: 10.1109/TBME.2011.2174991

TABLE II.

Tenfold Cross-Validation Scores With Standard Errors for Bivariate AR System

Model Type	SNR = 10 dB		SNR = 0 dB
Model Type	CV-NMSE	CV-LL	CV-NMSE	CV-LL
EM sMVAR	0.500 ± 0.020	167.27 ± 1.45	0.735 ± 0.031	104.93 ± 1.45
Two-stage sMVAR	0.531 ± 0.024	167.11 ± 1.46	0.754 ± 0.033	104.66 ± 1.47
EM sRBF	0.514 ± 0.023	167.22 ± 1.46	0.741 ± 0.033	104.89 ± 1.46
Two-stage sRBF	0.544 ± 0.027	167.09 ± 1.46	0.767 ± 0.036	104.63 ± 1.47
Omniscient sMVAR	0.494 ± 0.019	168.54 ± 1.34	0.731 ± 0.031	106.19 ± 1.53