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A Stochastic Forecast Model for Japan's Population
- Source :
- Japanese Economy. 38:19-44
- Publication Year :
- 2011
- Publisher :
- Informa UK Limited, 2011.
-
Abstract
- Obtaining appropriate forecasts for the future population is a vital component of public policy analysis for issues ranging from government budgets to pension systems. Traditionally, demographic forecasters rely on a deterministic approach with various scenarios informed by expert opinion. This approach has been widely criticized, and we apply an alternative stochastic modeling framework that can provide a probability distribution for forecasts of the Japanese population. We find the potential for much greater variability in the future demographic situation for Japan than that implied by existing deterministic forecasts. This demands greater flexibility from policy makers when confronting population aging issues.
- Subjects :
- Flexibility (engineering)
Pension
education.field_of_study
Government
Population ageing
Actuarial science
jel:C53
Population
Policy analysis
jel:J1
Component (UML)
stochastic population forecasts, Japan, Lee-Carter method
Econometrics
Economics
Probability distribution
education
Consensus forecast
Subjects
Details
- ISSN :
- 1097203X
- Volume :
- 38
- Database :
- OpenAIRE
- Journal :
- Japanese Economy
- Accession number :
- edsair.doi.dedup.....e32c4584a54513b8b45783c269d73dce