Backtesting Longevity Models: An International Perspective
Détails
ID Serval
serval:BIB_CC017C7E8D13
Type
Rapport: document publié par une institution, habituellement élément d'une série.
Sous-type
Working paper: document de travail dans lequel l'auteur présente les résultats de ses travaux de recherche. Les working papers ont pour but de stimuler les discussions scientifiques avec les milieux intéressés et servent de base pour la publication d'articles dans des revues spécialisées.
Collection
Publications
Institution
Titre
Backtesting Longevity Models: An International Perspective
Détails de l'institution
Cronos Finance
Adresse
Pully, Switzerland
Date de publication
2015
Langue
anglais
Résumé
The work proposes a backtesting analysis in comparison between the Lee-Carter and the Cairns-Blake-Dowd mortality models, employing Italian data. The mortality data come from the Italian National Statistics Institute (ISTAT) database and span the period 1975-2014, over which we computed back-projections evaluating the performances of the models in comparisons with real data. We propose three different backtest approaches, evaluating the goodness of short-run forecast versus long-run ones. We find that both models were not able to capture the improving shock on the mortality observed for the male population on the analyzed period.
Moreover, the results suggest that CBD forecast are reliable prevalently for ages above 75, and that LC forecast are basically more accurate for this data.
Moreover, the results suggest that CBD forecast are reliable prevalently for ages above 75, and that LC forecast are basically more accurate for this data.
Mots-clé
lee-carter, cairns-blake-dowd, mortality models, backtesting
Création de la notice
19/10/2017 10:08
Dernière modification de la notice
21/08/2019 5:15