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A comparative study of parametric mortality projection models
Authors:Steven Haberman  Arthur Renshaw
Affiliation:
  • Cass Business School, City University London, United Kingdom
  • Abstract:The relative merits of different parametric models for making life expectancy and annuity value predictions at both pensioner and adult ages are investigated. This study builds on current published research and considers recent model enhancements and the extent to which these enhancements address the deficiencies that have been identified of some of the models. The England & Wales male mortality experience is used to conduct detailed comparisons at pensioner ages, having first established a common basis for comparison across all models. The model comparison is then extended to include the England & Wales female experience and both the male and female USA mortality experiences over a wider age range, encompassing also the working ages.
    Keywords:Mortality forecasting   Binomial response models   Age-period effects   Age-period-cohort effects   Forecast statistics   Model and forecast comparison   Back-fitting
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