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Modeling and Forecasting Mortality in Sri Lanka Cover

Modeling and Forecasting Mortality in Sri Lanka

Open Access
|Dec 2014

Abstract

The purpose of this study is to develop sex-specific mortality estimation models using historical mortality data for Sri Lanka, based on the statistical time series techniques attributed to Lee and Carter (1992). Historical mortality data was analyzed in the light of significant historical episodes. Several alternative univariate time series models were examined for modeling males and females, as well as a bivariate vector autoregressive (VAR) model. The VAR model when fitted to the first differenced series performed better than the univariate models and hence used for forecasting purposes. From the estimated VAR model, mortality forecasts were generated for the period up to 2030 and life tables were generated for the selected periods of 2006-2008.

DOI: http://dx.doi.org/10.4038/sljastats.v15i3.7794

Language: English
Page range: 141 - 170
Published on: Dec 15, 2014
Published by: The Institute of Applied Statistics, Sri Lanka
In partnership with: Paradigm Publishing Services

© 2014 Wasana Aberathna, Lakshman Alles, W. N. Wickremasinghe, Isuru Hewapathirana, published by The Institute of Applied Statistics, Sri Lanka
This work is licensed under the Creative Commons License.