71 citations · 370 across the 39 of their papers we have counts for
5 papers · 1 filter
Nonparametric covariate-adjusted response-adaptive design based on a functional urn model
Giacomo Aletti, Andrea Ghiglietti, William F. Rosenberger
In this paper we propose a general class of covariate-adjusted response-adaptive (CARA) designs based on a new functional urn model. We prove strong consistency concerning the func…
Generation of discrete random variables in scalable frameworks
Giacomo Aletti
In this paper, we face the problem of simulating discrete random variables with general and varying distributions in a scalable framework, where fully parallelizable operations sho…
Synchronization of Reinforced Stochastic Processes with a Network-based Interaction
Giacomo Aletti, Irene Crimaldi, Andrea Ghiglietti
Randomly evolving systems composed by elements which interact among each other have always been of great interest in several scientific fields. This work deals with the synchroniza…
Fractional Poisson Fields and Martingales
Giacomo Aletti, Nikolai Leonenko, Ely Merzbach
We present new properties for the Fractional Poisson process and the Fractional Poisson field on the plane. A martingale characterization for Fractional Poisson processes is given.…
Interacting generalized Friedman's urn systems
Giacomo Aletti, Andrea Ghiglietti
We consider systems of interacting Generalized Friedman's Urns (GFUs) having irreducible mean replacement matrices. The interaction is modeled through the probability to sample the…