An Iterative Information-Theoretic Approach to the Detection of Structures in Complex Systems

Table 5

Chain of dependencies case: RSs found in the main iterations of the sieving algorithm and corresponding values with . In iteration 1, we also show the RSs ranked second and third. At the end of each iteration, the RS with the highest is grouped into a single variable for the next iteration.

Synthetic data 2: independent cliques ()
Iteration	Relevant set(s)
1	⟶   ()	838.024
		836.677
		831.635
2	⟶   ()	664.485
3	⟶   ()	576.078
4		7.013