- Title
- Forecasting Australian fertility by age, region, and birthplace
- Creator
- Yang, Yang; Shang, Han Lin; Raymer, James
- Publisher Link
- http://dx.doi.org/10.1016/j.ijforecast.2022.08.001
- Publisher
- Elsevier
- Resource Type
- journal article
- Date
- 2022
- Description
- Fertility differentials by urban–rural residence and nativity of women in Australia significantly impact population composition at sub-national levels. We aim to provide consistent fertility forecasts for Australian women characterized by age, region, and birthplace. Age-specific fertility rates at the national and sub-national levels obtained from census data between 1981 and 2011 are jointly modeled and forecast by the grouped functional time series method. Forecasts for women of each region and birthplace are reconciled following the chosen hierarchies to ensure that results at various disaggregation levels consistently sum up to the respective national total. Coupling the region of residence disaggregation structure with the trace minimization reconciliation method produces the most accurate point and interval forecasts. In addition, age-specific fertility rates disaggregated by the birthplace of women show significant heterogeneity that supports the application of the grouped forecasting method. [Final citation details to be advised.]
- Subject
- functional principal component analysis; forecast reconciliation; grouped time series; optimal combination; minimum trace
- Identifier
- http://hdl.handle.net/1959.13/1478170
- Identifier
- uon:50125
- Identifier
- ISSN:0169-2070
- Language
- eng
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