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math.ST2018
Graphical Models for Extremes
Sebastian Engelke, Adrien S. Hitz
Conditional independence, graphical models and sparsity are key notions for parsimonious statistical models and for understanding the structural relationships in the data. The theo…
math.ST2017★ 1 cited
Discrete Extremes
Adrien Hitz, Richard Davis, Gennady Samorodnitsky
Our contribution is to widen the scope of extreme value analysis applied to discrete-valued data. Extreme values of a random variable are commonly modeled using the generalized…