Statistical perspective on functional and causal neural connectomics: The Time-Aware PC algorithm
Fig 4
Comparative study over levels of noise and thresholding parameter.
Combined Score of the three methods of CFC inference—TPC (red), DPGM (blue), GC (gray), over varying noise levels in simulation η = 0.1, 0.5, 1.0, …, 3.5, for simulated motifs from Linear Gaussian, Non-linear Non-Gaussian and CTRNN paradigms (left to right), with thresholding parameter α = 0.01, 0.05, 0.1 (top to bottom).