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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2015
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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. |
format | Online Article Text |
id | pubmed-4605963 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT azosejonathanj bayesianprobabilisticprojectionofinternationalmigration AT rafteryadriane bayesianprobabilisticprojectionofinternationalmigration |