Figure 8.
(A) Sensitivity, false positive rate (FPR) and Accuracy in identifying causal intrinsic and modulatory connections in the 2-node network (shown in Figure 3A) at SNRs of 0, 5 and 10 dB using MDS-MLE, MDS-VB and GCA. (B) Similar results for 3-node (shown in Figure 3B) and (C) 5-node (shown in Figure 3C) networks. The performance of MDS is superior to GCA for all 3 networks and SNRs. Among MDS methods, the performance of MDS-VB is superior to MDS-MLE. Sample size T = 500 time points.