In light of the fact that forecasting longevity by updating data, dynamically in time, holds per se the capacity to improve the longevity projection itself with respect to the real phenomenon’s behavior, our interest is focused on the analysis and, specifically, on the measurement of the improvement effect resulting from implementing the dynamic forecasting procedure other than the static one. Actually, the study presented in this paper leads to the detection of corrective factors, of simple use and interpretation, allowing to increase the predictive accuracy of the static forecast. The proposed corrective methodology is particularly suitable in the context of actuarial issues, especially those sensitive to the impact of dynamic factors such as longevity. For this reason, the numerical applications are based on the Cairns-Blake-Dowd model and on the old ages.

Corrective factors for longevity projections in a dynamic context / Apicella, Giovanna; Sibillo, Marilena. - In: EUROPEAN ACTUARIAL JOURNAL. - ISSN 2190-9733. - STAMPA. - 8:1(2018), pp. 53-68. [10.1007/s13385-018-0166-6]

Corrective factors for longevity projections in a dynamic context

APICELLA, GIOVANNA
;
2018

Abstract

In light of the fact that forecasting longevity by updating data, dynamically in time, holds per se the capacity to improve the longevity projection itself with respect to the real phenomenon’s behavior, our interest is focused on the analysis and, specifically, on the measurement of the improvement effect resulting from implementing the dynamic forecasting procedure other than the static one. Actually, the study presented in this paper leads to the detection of corrective factors, of simple use and interpretation, allowing to increase the predictive accuracy of the static forecast. The proposed corrective methodology is particularly suitable in the context of actuarial issues, especially those sensitive to the impact of dynamic factors such as longevity. For this reason, the numerical applications are based on the Cairns-Blake-Dowd model and on the old ages.
2018
corrective factors; dynamic backtesting methods; longevity-linked actuarial valuations; predictive accuracy enhancement; stochastic mortality models; Statistics and Probability; Economics and Econometrics; Statistics, Probability and Uncertainty
01 Pubblicazione su rivista::01a Articolo in rivista
Corrective factors for longevity projections in a dynamic context / Apicella, Giovanna; Sibillo, Marilena. - In: EUROPEAN ACTUARIAL JOURNAL. - ISSN 2190-9733. - STAMPA. - 8:1(2018), pp. 53-68. [10.1007/s13385-018-0166-6]
File allegati a questo prodotto
File Dimensione Formato  
Apicella_Corrective_2018.pdf

solo gestori archivio

Note: https://link.springer.com/article/10.1007/s13385-018-0166-6
Tipologia: Versione editoriale (versione pubblicata con il layout dell'editore)
Licenza: Tutti i diritti riservati (All rights reserved)
Dimensione 714.64 kB
Formato Adobe PDF
714.64 kB Adobe PDF   Contatta l'autore

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1135382
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 0
  • ???jsp.display-item.citation.isi??? 0
social impact