Mortality Improvement Rates: Modeling, Parameter Uncertainty, and Robustness
نویسندگان
چکیده
Rather than looking at mortality rates directly, a number of recent academic studies have looked modeling improvement in when making projections. Although relatively new the literature, use has long-standing tradition actuarial practice allowing for improvements from standard tables. However, are difficult to estimate robustly, and models them subject high levels parameter uncertainty, because they derived by dividing one uncertain quantity another. Despite this, date not investigated uncertainty due ad hoc methods used fit historical data. In this study, we adapt Poisson model numbers deaths each age year proposed Brouhns, Denuit, Vermunt rates. This enables be fitted using maximum likelihood techniques allows bootstrapping approach. We illustrate approach data England Wales population. The article available R package iMoMo.
منابع مشابه
Mortality Improvement Rates: Modelling and Parameter Uncertainty
Rather than looking at mortality rates directly, a number of recent academic studies have looked at modelling rates of improvement in mortality when making mortality projections. Although relatively new in the academic literature, the use of mortality improvement rates has a long-standing tradition in actuarial practice when allowing for improvements in mortality from standard mortality tables....
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ژورنال
عنوان ژورنال: The North American Actuarial Journal
سال: 2022
ISSN: ['2325-0453', '1092-0277']
DOI: https://doi.org/10.1080/10920277.2021.2006068