1. Modeling Demographic Relationships: An Analysis of Forecast Functions for Australian Births.
- Author
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McDonald, John
- Subjects
- *
DEMOGRAPHIC surveys , *DEMOGRAPHY , *MATHEMATICAL variables , *TIME series analysis , *BIRTH rate , *FORECASTING , *ESTIMATION theory , *TRANSFER functions - Abstract
The paper discusses the problem of modeling demographic variables for the purpose of forecasting. It is argued that theory rarely provides a complete dynamic specification for the model. Two empirical model selection procedures, a time series approach (Haugh and Box 1977 and Granger and Newbold 1977) and a sequential testing procedure (Hendry and Mizon 1978), are applied to suggest final-form forecasting equations for an Australian births series, first nuptial confinements. The suggested models are then assessed by comparing their postsample forecast performance with that of univariate ARMA type models of confinements, which are regarded as approximations to the confinements final equation model. This modeling strategy is contrasted with the method used to construct the Australian government's IMPACT demographic module. [ABSTRACT FROM AUTHOR]
- Published
- 1981
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