Integrated modelling of age and sex patterns of European migration

Arkadiusz Wiśniowski, Jonathan J. Forster, Peter W.F. Smith, Jakub Bijak, James Raymer

Research output: Contribution to journalArticlepeer-review


Age and sex patterns of migration are essential for understanding drivers of population change and heterogeneity of migrant groups. We develop a hierarchical Bayesian model to estimate such patterns for international migration in the European Union and European Free Trade Association from 2002 to 2008, which was a period of time when the number of members expanded from 19 to 31 countries. Our model corrects for the inadequacies and inconsistencies in the available data and estimates the missing patterns. The posterior distributions of the age and sex profiles are then combined with a matrix of origin-destination flows, resulting in a synthetic database with measures of uncertainty for migration flows and other model parameters.
Original languageEnglish
Pages (from-to)1007-1024
JournalJournal of the Royal Statistical Society. Series A: Statistics in Society
Issue number4
Early online date22 Jan 2016
Publication statusPublished - 2016


  • Bayesian modelling
  • Contingency tables
  • Europe
  • nternational migration statistics
  • Migration models


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