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Bayesian Probabilistic Projection of International Migration

We propose a method for obtaining joint probabilistic projections of migration for all countries, broken down by age and sex. Joint trajectories for all countries are constrained to satisfy the requirement of zero global net migration. We evaluate our model using out-of-sample validation and compare...

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Detalles Bibliográficos
Autores principales: Azose, Jonathan J., Raftery, Adrian E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4605963/
https://www.ncbi.nlm.nih.gov/pubmed/26358699
http://dx.doi.org/10.1007/s13524-015-0415-0
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author Azose, Jonathan J.
Raftery, Adrian E.
author_facet Azose, Jonathan J.
Raftery, Adrian E.
author_sort Azose, Jonathan J.
collection PubMed
description We propose a method for obtaining joint probabilistic projections of migration for all countries, broken down by age and sex. Joint trajectories for all countries are constrained to satisfy the requirement of zero global net migration. We evaluate our model using out-of-sample validation and compare point projections to the projected migration rates from a persistence model similar to the method used in the United Nations’ World Population Prospects, and also to a state-of-the-art gravity model. Electronic supplementary material The on line version of this article (doi:10.1007/s13524-015-0415-0) contains supplementary material, which is available to authorized users.
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spelling pubmed-46059632015-10-19 Bayesian Probabilistic Projection of International Migration Azose, Jonathan J. Raftery, Adrian E. Demography Article We propose a method for obtaining joint probabilistic projections of migration for all countries, broken down by age and sex. Joint trajectories for all countries are constrained to satisfy the requirement of zero global net migration. We evaluate our model using out-of-sample validation and compare point projections to the projected migration rates from a persistence model similar to the method used in the United Nations’ World Population Prospects, and also to a state-of-the-art gravity model. Electronic supplementary material The on line version of this article (doi:10.1007/s13524-015-0415-0) contains supplementary material, which is available to authorized users. Springer US 2015-09-10 2015-10 /pmc/articles/PMC4605963/ /pubmed/26358699 http://dx.doi.org/10.1007/s13524-015-0415-0 Text en © The Author(s) 2015 https://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Article
Azose, Jonathan J.
Raftery, Adrian E.
Bayesian Probabilistic Projection of International Migration
title Bayesian Probabilistic Projection of International Migration
title_full Bayesian Probabilistic Projection of International Migration
title_fullStr Bayesian Probabilistic Projection of International Migration
title_full_unstemmed Bayesian Probabilistic Projection of International Migration
title_short Bayesian Probabilistic Projection of International Migration
title_sort bayesian probabilistic projection of international migration
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4605963/
https://www.ncbi.nlm.nih.gov/pubmed/26358699
http://dx.doi.org/10.1007/s13524-015-0415-0
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