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.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

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....

متن کامل

Robustness-based portfolio optimization under epistemic uncertainty

In this paper, we propose formulations and algorithms for robust portfolio optimization under both aleatory uncertainty (i.e., natural variability) and epistemic uncertainty (i.e., imprecise probabilistic information) arising from interval data. Epistemic uncertainty is represented using two approaches: (1) moment bounding approach and (2) likelihood-based approach. This paper first proposes a ...

متن کامل

Modeling and forecasting duration-dependent mortality rates

Mortality data of disabled individuals are studied and parametric modeling approaches for the force of mortality are discussed. Empirical observations show that the duration since disablement has a strong effect on mortality rates. In order to incorporate duration effects, different generalizations of the Lee–Carter model are proposed. For each proposed model, uniqueness properties and fitting ...

متن کامل

An estimation of growth parameter, mortality rates and yield-per-recruit for beluga (Huso huso) living in Caspian Sea

This paper presents the results of study on age, growth, mortality rates and yield-per-recruit of Beluga (Huso huso) living in Caspian Sea. The mean length of successive years, mortality rates and yield-per-recruit studies indicated that at present the resource is under heavy fishing pressure. For the female Beluga growth was regarded as comprising of three stages, and the von Bertalanffy param...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: The North American Actuarial Journal

سال: 2022

ISSN: ['2325-0453', '1092-0277']

DOI: https://doi.org/10.1080/10920277.2021.2006068