HOW MANY REFUGEES AND MIGRANTS DIED TRYING TO REACH EUROPE? JOINT POPULATION SIZE AND TOTAL ESTIMATION

• 成果类型: Article
• 署名作者: Farcomeni, Alession
• 署名单位: University of Rome Tor Vergata
• 刊物名称: ANNALS OF APPLIED STATISTICS
• ISSN/ISSBN: 1932-6157
• DOI: 10.1214/21-AOAS1593
• 发表日期: 2022
• 页码: 2339-2351
• 关键词: capture-recapture models; Heterogeneity; regression

摘要

We estimate the number of migrants and refugees that died while trying to enter the European Union, during a period of 25 years. Only a subset of at-tempts with at least one casualty are reported by at least one media source. In order to obtain the estimate, we propose a regression-extrapolation approach, for joint estimation of population size (here, the number of deadly individual or group attempts) and the sum of an accompanying trait (here, the number of deaths) over the population. The trait is measured only for a biased sam-ple of individuals, that are repeatedly observed. Closed-form expressions are derived for the estimator and its standard error. Our findings are that about 40,000 have died from January 1993 to March 2019, during about 5500 at-tempts to enter the European Union. The number of deaths has been steadily increasing over time, and so has the number of deaths per attempt. About 20% of attempts with at least one casualty have not been recorded by any media source, and slightly less than 10% of deaths have thus been overlooked by media.