On the forecasting of mortality reduction factors

被引:76
作者
Renshaw, AE [1 ]
Haberman, S [1 ]
机构
[1] City Univ London, Cass Business Sch, Fac Actuarial Sci & Stat, London EC1Y 8TZ, England
关键词
mortality reduction factors; time series; forecasting;
D O I
10.1016/S0167-6687(03)00118-5
中图分类号
F [经济];
学科分类号
02 ;
摘要
Ways in which the so-called Lee-Carter time series approach to forecasting mortality patterns can be modified to forecast the possible future behaviour of mortality reduction factors (RFs) are described. A comparison is drawn with an alternative regression type approach to the forecasting of mortality RFs, based on the same model structure. Case studies, illustrating different aspects of the methodology, making use of both the more recent mortality experience of UK male pensioner lives and the historical mortality experience of UK male annuitants, are presented. (C) 2003 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:379 / 401
页数:23
相关论文
共 10 条
[1]  
Bell W.R., 1997, Journal of Official Statistics, V13, P279
[2]  
*CMI COMM, 1999, CONT MORT INV REP, V17, P1
[3]  
Forfar D. O., 1988, J I ACTUARIES, V115, P1
[4]   Evaluating the performance of the Lee-Carter method for forecasting mortality [J].
Lee, R ;
Miller, T .
DEMOGRAPHY, 2001, 38 (04) :537-549
[5]   A note on the determination of relaxation and creep data from ramp tests [J].
Lee, S ;
Knauss, WG .
MECHANICS OF TIME-DEPENDENT MATERIALS, 2000, 4 (01) :1-7
[6]  
Payne R.W., 1993, Genstat 5 Release 3 Reference Manual
[7]   Lee-Carter mortality forecasting: a parallel generalized linear modelling approach for England and Wales mortality projections [J].
Renshaw, A ;
Haberman, S .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, 2003, 52 :119-137
[8]  
RENSHAW A.E, 1991, J I ACTUARIES, V118, P295, DOI DOI 10.1017/S0020268100019454
[9]  
RENSHAW AE, 2000, 127 CIT U LOND
[10]   A universal pattern of mortality decline in the G7 countries [J].
Tuljapurkar, S ;
Li, N ;
Boe, C .
NATURE, 2000, 405 (6788) :789-792