Parametric mortality improvement rate modelling and projecting

被引:66
作者
Haberman, Steven [1 ]
Renshaw, Arthur [1 ]
机构
[1] City Univ London, Cass Business Sch, London, England
关键词
D O I
10.1016/j.insmatheco.2011.11.005
中图分类号
F [经济];
学科分类号
02 ;
摘要
We investigate the modelling of mortality improvement rates and the feasibility of projecting mortality improvement rates (as opposed to projecting mortality rates), using parametric predictor structures that are amenable to simple time series forecasting. This leads to our proposing a parallel dual approach to the direct parametric modelling and projecting of mortality rates. Comparisons of simulated life expectancy predictions (by the cohort method) using the England and Wales population mortality experiences for males and females under a variety of controlled data trimming exercises are presented in detail and comparisons are also made between the parallel modelling approaches. (C) 2011 Elsevier B.V. All rights reserved.
引用
收藏
页码:309 / 333
页数:25
相关论文
共 19 条
  • [1] [Anonymous], 1983, Generalized Linear Models
  • [2] Baxter S., 2007, Br. Actuar. J, V13, P375, DOI [10.1017/S1357321700001513, DOI 10.1017/S1357321700001513]
  • [3] A Poisson log-bilinear regression approach to the construction of projected lifetables
    Brouhns, N
    Denuit, M
    Vermunt, JK
    [J]. INSURANCE MATHEMATICS & ECONOMICS, 2002, 31 (03) : 373 - 393
  • [4] A QUANTITATIVE COMPARISON OF STOCHASTIC MORTALITY MODELS USING DATA FROM ENGLAND AND WALES AND THE UNITED STATES
    Cairns, Andrew
    Blake, David
    Dowd, Kevin
    Coughlan, Guy
    Epstein, David
    Ong, Alen
    Balevich, Igor
    [J]. NORTH AMERICAN ACTUARIAL JOURNAL, 2009, 13 (01) : 1 - 35
  • [5] Coale AJ., 1990, ASIAN PAC POPUL FORU, V4, P1
  • [6] Evaluating the goodness of fit of stochastic mortality models
    Dowd, Kevin
    Cairns, Andrew J. G.
    Blake, David
    Coughlan, Guy D.
    Epstein, David
    Khalaf-Allah, Marwa
    [J]. INSURANCE MATHEMATICS & ECONOMICS, 2010, 47 (03) : 255 - 265
  • [7] Haberman S., 1982, J I ACTUARIES, V109, P203
  • [8] A comparative study of parametric mortality projection models
    Haberman, Steven
    Renshaw, Arthur
    [J]. INSURANCE MATHEMATICS & ECONOMICS, 2011, 48 (01) : 35 - 55
  • [9] On age-period-cohort parametric mortality rate projections
    Haberman, Steven
    Renshaw, Arthur
    [J]. INSURANCE MATHEMATICS & ECONOMICS, 2009, 45 (02) : 255 - 270
  • [10] Hamilton J. D., 2020, TIME SERIES ANAL