We show that, largely speaking, exponential families are extreme point models in the sense of Lauritzen (1974, 1982, 1984), except that in some cases degenerate measures shall be added. The results ...
In this paper, we address the question of statistical model selection for a class of stochastic models of biological neural nets. Models in this class are systems of interacting chains with memory of ...
Kinetic theory provides a statistical framework for understanding how macroscopic behaviour emerges from the collective dynamics of microscopic constituents. This field has long been fundamental in ...
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