Tz. Sithole et al., An investigation into parametric models for mortality projections, with applications to immediate annuitants' and life office pensioners' data, INSUR MATH, 27(3), 2000, pp. 285-312
This paper investigates the use of parametric models for projecting mortali
ty rates. The basic framework used is that of generalised linear and non-li
near models and can be considered as an extension of the Gompertz-Makeham m
odels [Forfar et al., J. Inst. Actuaries 115 (1988) 1; Trans. Faculty Actua
ries 41 (1988) 97] to include calendar period. The data considered are the
CMI ultimate experience for immediate annuitants (male and female) over the
period 1958-1994, and for life office pensioners (male and female) over th
e period 1983-1996. The modelling structure suggested by Renshaw et al. [Br
itish Actuarial J. 2 (II) (1996) 449] is used to investigate the data sets
pertaining to the ultimate experiences, and to determine a range of suitabl
e models, analysing the data by age and calendar period. The properties of
these models are investigated and recommendations are made on which models
are appropriate for use in projections. The select experience for immediate
annuitants' is modelled using the structure suggested by Renshaw and Haber
man [Insurance: Math. Econ. 19 (2) (1997) 105]. Projected forces of mortali
ty using the recommended model are given for each experience. These are com
pared with the CMI projected mortality rates. (C) 2000 Elsevier Science B.V
. All rights reserved.