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Rotation of the age-varying parameters in multi-population mortality models

Varga, Lívia (2024) Rotation of the age-varying parameters in multi-population mortality models. Scientia et Securitas, 4 (4). pp. 375-391. DOI 10.1556/112.2023.00186

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Official URL: https://doi.org/10.1556/112.2023.00186


Abstract

In addition to the well-known Lee–Carter model, two versions of a multi-population mortality model, known as augmented common factor models, were fitted to Hungarian data in the present study. The two subpopulations considered in the analysis were men and women. When predicting mortality rates, it is important to not only predict the trend in mortality change (improvement) given that the age-specific coefficient of this time-varying parameter also changes over time. The phenomenon of this time dependence of the age pattern and consideration thereof in mortality projections are known in the literature as rotation. As a result of the present research, possible trajectories for the life expectancy of men and women in Hungary up to the year 2050 were determined by predicting rotated and nonrotated versions of three different mortality models.

Item Type:Article
Uncontrolled Keywords:ROTATION; multi-population mortality models; modeling jointly; time-varying age patterns; forecasting life expectancy;
Divisions:Corvinus Doctoral Schools
Subjects:General statistics
Social welfare, insurance, health care
DOI:10.1556/112.2023.00186
ID Code:10273
Deposited By: MTMT SWORD
Deposited On:22 Aug 2024 08:12
Last Modified:22 Aug 2024 08:12

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