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A Functional Equation Whose Unknown is $\mathcal{P}([0,1])$ Valued

Giacomo Aletti (), Caterina May () and Piercesare Secchi ()
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Giacomo Aletti: Università degli Studi di Milano
Caterina May: Università del Piemonte Orientale
Piercesare Secchi: Politecnico di Milano

Journal of Theoretical Probability, 2012, vol. 25, issue 4, 1207-1232

Abstract: Abstract We study a functional equation whose unknown maps a Euclidean space into the space of probability distributions on [0,1]. We prove existence and uniqueness of its solution under suitable regularity and boundary conditions, we show that it depends continuously on the boundary datum, and we characterize solutions that are diffuse on [0,1]. A canonical solution is obtained by means of a Randomly Reinforced Urn with different reinforcement distributions having equal means. The general solution to the functional equation defines a new parametric collection of distributions on [0,1] generalizing the Beta family.

Keywords: Functional equation in unknown distribution functions; Generalized Pólya urn; Reinforced urn process; 62E10; 39B52; 62E20 (search for similar items in EconPapers)
Date: 2012
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DOI: 10.1007/s10959-011-0399-7

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