Reference code for the Master thesis "Pairwise and conditional measures of statistical dependencies between time series and their respective visibility graphs" MASTAT, UGENT

-Simulation of four types of higher-oder interactions between triplets of timeseries (R).

-Computation of Pearson's and partial correlation (R).

-Computation of Mutual Information, Conditional Mutual Information and Interaction Information (Matlab).

-Application of Visibility algorithm, natural and horizontal.

-Calculation of Jaccard Index, partial Jaccard Index and Jaccard net difference (Matlab).