Sarabia, J.M. and Shahtahmassebi, G. ORCID: 0000-0002-0630-2750, 2017. Bayesian estimation of incomplete data using conditionally specified priors. Communications in Statistics - Simulation and Computation, 46 (5), pp. 3419-3435. ISSN 0361-0918
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Abstract
In this paper, a class of conjugate prior for estimating incomplete count data based on a broad class of conjugate prior distributions is presented. The new class of prior distributions arises from a conditional perspective, making use of the conditional specification methodology and can be considered as the generalisation of the form of prior distributions that have been used previously in the estimation of in- complete count data well. Finally, some examples of simulated and real data are given.
Item Type: | Journal article | ||||
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Publication Title: | Communications in Statistics - Simulation and Computation | ||||
Creators: | Sarabia, J.M. and Shahtahmassebi, G. | ||||
Publisher: | Taylor & Francis | ||||
Date: | 2017 | ||||
Volume: | 46 | ||||
Number: | 5 | ||||
ISSN: | 0361-0918 | ||||
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Divisions: | Schools > School of Science and Technology | ||||
Record created by: | Linda Sullivan | ||||
Date Added: | 12 Feb 2016 08:55 | ||||
Last Modified: | 07 Jun 2019 10:04 | ||||
URI: | https://irep.ntu.ac.uk/id/eprint/26938 |
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