\addtocounter{customchapter}{1} \chapter{Simulation studies}\label{chap:simulation-studies} The below simulations are meant to test the capacities of our models. We assess the inference capacities of the algorithm and method, the model selection performances and the clustering capacities. \paragraph{Reproducibility} All the codes used to obtain data and to perform the analysis can be found on the report repository at \url{https://gitea.polarolouis.fr/polarolouis/rapport-CEI-MIA-2023}. \input{chapter4-simulations/inference} \input{chapter4-simulations/model-selection} \input{chapter4-simulations/network-clustering} \input{chapter4-simulations/information-transfer}