Karabatsos, George, Walker, Stephen 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. (doi:10.1016/j.spl.2006.12.012) (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) (KAR id:2073)
| The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided. | |
| Official URL: http://dx.doi.org/10.1016/j.spl.2006.12.012 |
Abstract
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.
| Item Type: | Article |
|---|---|
| DOI/Identification number: | 10.1016/j.spl.2006.12.012 |
| Uncontrolled keywords: | stochastic order; Bayesian nonparametrics; Polya tree prior; Bernstein polynomial prior |
| Subjects: | Q Science > QA Mathematics (inc Computing science) > QA276 Mathematical statistics |
| Divisions: | Divisions > Division of Computing, Engineering and Mathematical Sciences > School of Mathematics, Statistics and Actuarial Science |
| Funders: | National Science Foundation (https://ror.org/021nxhr62) |
| Depositing User: | Stephen Holland |
| Date Deposited: | 19 Dec 2007 19:26 UTC |
| Last Modified: | 12 Jul 2022 10:38 UTC |
| Resource URI: | https://kar.kent.ac.uk/id/eprint/2073 (The current URI for this page, for reference purposes) |
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