Modeling longevity risk with generalized dynamic factor models and vine-copulae
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<subfield code="c">Helena Chuliá, Montserrat Guillén, Jorge M. Uribe</subfield>
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<subfield code="a">This paper presents present a methodology to forecast mortality rates and estimate longevity and mortality risks. The methodology uses generalized dynamic factor models fitted to the differences in the log-mortality rates. It compares their prediction performance with that of models previously described in the literature, including the traditional static factor model fitted to log-mortality rates. It also constructs risk measures using vine-copula simulations, which take into account the dependence between the idiosyncratic components of the mortality rates. The methodology is applied to forecast mortality rates for a population portfolio for the UK and to estimate longevity and mortality risks</subfield>
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<subfield code="d">Belgium : ASTIN and AFIR Sections of the International Actuarial Association</subfield>
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<subfield code="g">01/01/2016 Volumen 46 Número 1 - enero 2016 , p. 165-190</subfield>
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