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stat.ME2018
Searching for a source of difference in Gaussian graphical models
Vera Djordjilović, Monica Chiogna
In this work, we look at a two-sample problem within the framework of Gaussian graphical models. When the global hypothesis of equality of two distributions is rejected, the intere…
stat.ME2018
Structure learning of undirected graphical models for count data
Thi Kim Hue Nguyen, Monica Chiogna
Biological processes underlying the basic functions of a cell involve complex interactions between genes. From a technical point of view, these interactions can be represented thro…