Skip to main content

Simulation Framework in Fertility Projections

  • Chapter
Book cover Neural Nets and Surroundings

Part of the book series: Smart Innovation, Systems and Technologies ((SIST,volume 19))

  • 1427 Accesses

Abstract

By 1951, average fertility had fallen to just over two children per woman, and only five percent of children would die in their first ten years of life. A similar pattern of declining fertility and mortality rates, collectively known as the demographic transition, has been observed in every industrializing country. Financial projections for Social Security systems depend on many demographic, economic and social factors as well as the reduction of fertility rates and the ageing of a population. In order to address the need to develop reliable projections, it is unavoidable to detect appropriate measures to represent the future trends of the quantities of interest. The aim of the paper is apply to Italian data a mathematical scheme suitable for projecting the fertility rates and for measuring the uncertainty around these estimates. Finally a numerical application is provided.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 129.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Booth, H.: Demographic Forecasting: 1980 to 2005 in review. International Journal of Forecasting 22(3), 547–581 (2005)

    Article  Google Scholar 

  2. Caputo, M., Nicotra, N., Gloria-Bottini, E.: Fertility transition: forecast for demography. Human Biology 80(4), 359–376 (2008)

    Article  Google Scholar 

  3. Chandola, T., Coleman, D.A., Hiorns, R.W.: Recent European Fertility Patterns: Fitting Curves to Distorted Distributions. Population Studies 53(3), 317–329 (1999)

    Article  Google Scholar 

  4. Efron, B., Tibshirani, R.J.: An introduction to the bootstrap. Chapman & Hall, New York (1993)

    MATH  Google Scholar 

  5. Hyndman, R.J., Ullah, M.S.: Robust forecasting of mortality and fertility rates: a functional data approach. Computational Statistics & Data Analysis 51, 4942–4956 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  6. Keilman, N., Pham, D.Q.: Predictive intervals for age-specific fertility. European Journal of Population 16, 41–66 (2000)

    Article  Google Scholar 

  7. Kostaki, A., Peristera, P.: Modeling fertility in modern populations. Demographic Research 16, 141–194 (2007)

    Article  Google Scholar 

  8. Lee, R.D.: Modeling and forecasting the time series of U.S. fertility: age distribution, range, and ultimate level. International Journal of Forecasting 9, 187–202 (1993)

    Article  Google Scholar 

  9. Lee, R.D., Carter, L.R.: Modelling and Forecasting U.S. Mortality. Journal of the American Statistical Association 87, 659–671 (1992)

    Google Scholar 

  10. McDonald, J.: A time series approach to forecasting Australian total live births. Demography 16, 575–601 (1979)

    Article  Google Scholar 

  11. Ortega, J.A., Poncela, P.: Joint forecasts of southern European fertility rates with nonstationary dynamic factor models. International Journal of Forecasting 21(3), 539–550 (2005)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Valeria D’Amato .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2013 Springer-Verlag Berlin Heidelberg

About this chapter

Cite this chapter

D’Amato, V., Piscopo, G., Russolillo, M. (2013). Simulation Framework in Fertility Projections. In: Apolloni, B., Bassis, S., Esposito, A., Morabito, F. (eds) Neural Nets and Surroundings. Smart Innovation, Systems and Technologies, vol 19. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-35467-0_22

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-35467-0_22

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-35466-3

  • Online ISBN: 978-3-642-35467-0

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics