19 citations · 42 across the 13 of their papers we have counts for
15 papers
An inverse Sanov theorem for exponential families
Claudio Macci, Mauro Piccioni
We prove the large deviation principle (LDP) for posterior distributions arising from subfamilies of full exponential families, allowing misspecification of the model. Moreover, mo…
Estimating the interaction graph of stochastic neuronal dynamics by observing only pairs of neurons
Emilio De Santis, Antonio Galves, Giovanna Nappo +1
We address the questions of identifying pairs of interacting neurons from the observation of their spiking activity. The neuronal network is modeled by a system of interacting poin…
Infinite paths on a random environment of with bounded and recurrent sums
Emilio De Santis, Mauro Piccioni
This paper considers a random structure on the lattice of the following kind. To each edge a random variable is assigned, together with a random sign $Y_e…
Location and scale behaviour of the quantiles of a natural exponential family
Mauro Piccioni, Bartosz Kołodziejek, Gérard Letac
Let be a probability on the real line generating a natural exponential family . Fix in We show that the property that $P_t((-\infty,t)…
Random walks in the hyperbolic plane and the question mark function
Gerard Letac, Mauro Piccioni
Consider acting on the complex upper half plane by for . Let . W…
The medians for exponential families and the normal law
Gerard Letac, Lutz Mattner, Mauro Piccioni
Let a probability on the real line generating a natural exponential family . We show that is a median of for all only if is the standard Gaus…