Lee-Carter mortality forecasting with age-specific enhancement

被引:252
作者
Renshaw, AE [1 ]
Haberman, S [1 ]
机构
[1] City Univ London, Sir John Cass Business Sch, Fac Actuarial Sci & Stat, London EC1Y 8TZ, England
关键词
mortality forecasting; enhanced lee-carter methodology; poisson response methodologies;
D O I
10.1016/S0167-6687(03)00138-0
中图分类号
F [经济];
学科分类号
02 ;
摘要
We investigate the feasibility of constructing mortality forecasts on the basis of the first two sets of single value decomposition vectors, rather than just on the first such set of vectors, as in the established Lee-Carter (Gaussian) approach to mortality forecasting. Three applications are presented and the resulting forecasts compared with those constructed using two similar approaches based on generalised linear and bilinear models with Poisson error structures. (C) 2003 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:255 / 272
页数:18
相关论文
共 15 条
[1]  
ALHO JM, 2000, N AM ACTUARIAL J, V4, P80
[2]  
Benjamin B., 1993, ANAL MORTALITY OTHER
[3]  
BOOTH H, 2001, 85 AUSTR NU RES SCH
[4]   A Poisson log-bilinear regression approach to the construction of projected lifetables [J].
Brouhns, N ;
Denuit, M ;
Vermunt, JK .
INSURANCE MATHEMATICS & ECONOMICS, 2002, 31 (03) :373-393
[5]  
*CMI COMM, 1999, CONT MORT INV REP, V17, P1
[6]  
DAYKIN CD, 2000, BR ACT J, V6, P861
[7]  
Forfar D. O., 1988, J I ACTUARIES, V115, P1
[8]  
Hamilton J. D., 1994, TIME SERIES ANAL
[9]   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
[10]  
*REF GEN, 1997, SER OFF NAT STAT, V14