Lee-Carter mortality forecasting: a multi-country comparison of variants and extensions

oleh: Leonie Tickle, Rob J. Hyndman, Piet de Jong, Heather Booth

Format: Article
Diterbitkan: Max Planck Institute for Demographic Research 2006-10-01

Deskripsi

We compare the short- to medium-term accuracy of five variants or extensions of the Lee-Carter method for mortality forecasting. These include the original Lee-Carter, the Lee-Miller and Booth-Maindonald-Smith variants, and the more flexible Hyndman-Ullah and De Jong-Tickle extensions. These methods are compared by applying them to sex-specific populations of 10 developed countries using data for 1986-2000 for evaluation. All variants and extensions are more accurate than the original Lee-Carter method for forecasting log death rates, by up to 61%. However, accuracy in log death rates does not necessarily translate into accuracy in life expectancy. There are no significant differences among the five methods in forecast accuracy for life expectancy.