Analysing international migration flows: a Bayesian network approach

Risultato della ricerca: Contributo in libroContributo a convegno

Abstract

In this paper we investigate the non-economic determinants of international migration flows. We approach this problem using a Bayesian graphical model methodology which performs variable selection among a set of covariates that are potentially related to migration flows. We consider inflows to Italy from 171 different countries of origin on which we measure demographic and geographic characteristics. While results are coherent with the most recent literature, our method also provides measures of uncertainty around the dependence structure between covariates and migration flows.
Lingua originaleEnglish
Titolo della pubblicazione ospiteBook of short Papers SIS2019
Pagine757-762
Numero di pagine6
Stato di pubblicazionePubblicato - 2019
EventoSIS2019 - Università Cattolica del Sacro Cuore - Milano
Durata: 18 giu 201921 giu 2019

Convegno

ConvegnoSIS2019
CittàUniversità Cattolica del Sacro Cuore - Milano
Periodo18/6/1921/6/19

Keywords

  • migration flows, model selection, Bayesian networks

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