Karabatsos, G. and Walker, S.G. (2007) Bayesian nonparametric inference of stochastically ordered distributions, with Polya trees and Bernstein polynomials. Statistics and Probability Letters, 77 (9). pp. 901-913. ISSN 0167-7152.
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We introduce approaches to performing Bayesian nonparametric statistical inference for distribution functions exhibiting a stochastic ordering. We consider Polya tree prior distributions, and Bernstein polynomial prior distributions, and each prior provides an appealing and simple way of introducing the stochastic order. (C) 2007 Elsevier B.V. All rights reserved.
|Uncontrolled keywords:||stochastic order; Bayesian nonparametrics; Polya tree prior; Bernstein polynomial prior|
|Subjects:||Q Science > QA Mathematics (inc Computing science) > QA276 Mathematical statistics|
|Divisions:||Faculties > Science Technology and Medical Studies > School of Mathematics Statistics and Actuarial Science > Statistics|
|Depositing User:||Stephen Holland|
|Date Deposited:||19 Dec 2007 19:26|
|Last Modified:||14 Jan 2010 14:05|
|Resource URI:||http://kar.kent.ac.uk/id/eprint/2073 (The current URI for this page, for reference purposes)|
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