In recent papers the authors introduce, study and apply a variant of the Eggenberger-Pólya urn, called the “rescaled” Pólya urn, which, for a suitable choice of the model parameters, exhibits a reinforcement mechanism mainly based on the last observations, a random persistent fluctuation of the predictive mean and the almost sure convergence of the empirical mean to a deterministic limit. In this work, motivated by some empirical evidence, we show that the multidimensional Wright-Fisher diffusion with mutation can be obtained as a suitable limit of the predictive means associated to a family of rescaled Pólya urns.
The Rescaled Pólya Urn and the Wright-Fisher Process with Mutation / G. Aletti, I. Crimaldi. - In: MATHEMATICS. - ISSN 2227-7390. - 9:22(2021 Nov 15), pp. 2909.1-2909.11. [10.3390/math9222909]
The Rescaled Pólya Urn and the Wright-Fisher Process with Mutation
G. AlettiPrimo
;
2021
Abstract
In recent papers the authors introduce, study and apply a variant of the Eggenberger-Pólya urn, called the “rescaled” Pólya urn, which, for a suitable choice of the model parameters, exhibits a reinforcement mechanism mainly based on the last observations, a random persistent fluctuation of the predictive mean and the almost sure convergence of the empirical mean to a deterministic limit. In this work, motivated by some empirical evidence, we show that the multidimensional Wright-Fisher diffusion with mutation can be obtained as a suitable limit of the predictive means associated to a family of rescaled Pólya urns.File | Dimensione | Formato | |
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