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Networked interactions, graphical models and econometrics perspectives in data analysis
(Massachusetts Institute of Technology, 2020)
This thesis is composed of two independent parts. In Part I, we study higher-order interactions in both graphical models and networks, i.e., interactions between more than two nodes. In the graphical model setting, we do ...