Bayesian forecasting of cohort fertility
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DOI: 10.4054/MPIDR-WP-2012-003
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- Carl Schmertmann & Emilio Zagheni & Joshua R. Goldstein & Mikko Myrskylä, 2014. "Bayesian Forecasting of Cohort Fertility," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 109(506), pages 500-513, June.
References listed on IDEAS
- Scott Lynch & J. Brown, 2001. "Reconsidering mortality compression and deceleration: an alternative model of mortality rates," Demography, Springer;Population Association of America (PAA), vol. 38(1), pages 79-95, February.
- Booth, Heather, 2006. "Demographic forecasting: 1980 to 2005 in review," International Journal of Forecasting, Elsevier, vol. 22(3), pages 547-581.
- S. N. Wood, 2000. "Modelling and smoothing parameter estimation with multiple quadratic penalties," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 62(2), pages 413-428.
- Lee, Ronald D., 1993. "Modeling and forecasting the time series of US fertility: Age distribution, range, and ultimate level," International Journal of Forecasting, Elsevier, vol. 9(2), pages 187-202, August.
- Zeng Yi & Kenneth Land, 2002. "Adjusting period tempo changes with an extension of ryder’s basic translation equation," Demography, Springer;Population Association of America (PAA), vol. 39(2), pages 269-285, May.
- Gunnar Andersson & Marit Rønsen & Lisbeth B. Knudsen & Trude Lappegård & Gerda Neyer & Kari Skrede & Kathrin Teschner & Andres Vikat, 2009. "Cohort fertility patterns in the Nordic countries," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 20(14), pages 313-352.
- Hyndman, Rob J. & Booth, Heather, 2008.
"Stochastic population forecasts using functional data models for mortality, fertility and migration,"
International Journal of Forecasting, Elsevier, vol. 24(3), pages 323-342.
- Rob J Hyndman & Heather Booth, 2006. "Stochastic population forecasts using functional data models for mortality, fertility and migration," Monash Econometrics and Business Statistics Working Papers 14/06, Monash University, Department of Econometrics and Business Statistics.
- Angela Luci & Olivier Thevenon, 2010. "Does economic development drive the fertility rebound in OECD countries?," Working Papers hal-00520948, HAL.
- Isabelle Bray, 2002. "Application of Markov chain Monte Carlo methods to projecting cancer incidence and mortality," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 51(2), pages 151-164, May.
- Renbao Chen & S. Morgan, 1991. "Recent Trends in the Timing of First Births in the United States," Demography, Springer;Population Association of America (PAA), vol. 28(4), pages 513-533, November.
- Samir Soneji & Gary King, 2011. "The future of death in America," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 25(1), pages 1-38.
- Tomáš Sobotka, 2008. "Overview Chapter 7: The rising importance of migrants for childbearing in Europe," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 19(9), pages 225-248.
- Scott Lynch, 2003. "Cohort and life-course patterns in the relationship between education and health: A hierarchical approach," Demography, Springer;Population Association of America (PAA), vol. 40(2), pages 309-331, May.
- Mikko Myrskylä & Joshua R. Goldstein & Yen-hsin Alice Cheng, 2013. "New Cohort Fertility Forecasts for the Developed World: Rises, Falls, and Reversals," Population and Development Review, The Population Council, Inc., vol. 39(1), pages 31-56, March.
- Angela Luci & Olivier Thevenon, 2010.
"Does economic development drive the fertility rebound in OECD countries?,"
Working Papers
hal-00520948, HAL.
- Angela Luci & Olivier Thévenon, 2010. "Does economic development drive the fertility rebound in oecd countries ?," Working Papers 167, Institut National d'Études Démographiques (INED).
- Renshaw, A.E. & Haberman, S., 2006. "A cohort-based extension to the Lee-Carter model for mortality reduction factors," Insurance: Mathematics and Economics, Elsevier, vol. 38(3), pages 556-570, June.
- Leontine Alkema & Adrian Raftery & Patrick Gerland & Samuel Clark & François Pelletier & Thomas Buettner & Gerhard Heilig, 2011. "Probabilistic Projections of the Total Fertility Rate for All Countries," Demography, Springer;Population Association of America (PAA), vol. 48(3), pages 815-839, August.
- Carter, Lawrence R. & Lee, Ronald D., 1992. "Modeling and forecasting US sex differentials in mortality," International Journal of Forecasting, Elsevier, vol. 8(3), pages 393-411, November.
- Pao-Chih Roger Cheng & Eric S. Lin, 2010. "Completing incomplete cohort fertility schedules," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 23(9), pages 223-256.
- David Bloom, 1982. "What’s happening to the age at first birth in the United States? A study of recent cohorts," Demography, Springer;Population Association of America (PAA), vol. 19(3), pages 351-370, August.
- Rachel Sullivan, 2005. "The age pattern of first-birth rates among U.S. women: The bimodal 1990s," Demography, Springer;Population Association of America (PAA), vol. 42(2), pages 259-273, May.
- Hans-Peter Kohler & Dimiter Philipov, 2001. "Variance effects in the bongaarts-feeney formula," Demography, Springer;Population Association of America (PAA), vol. 38(1), pages 1-16, February.
- Evert van Imhoff & Nico Keilman, 2000. "On the Quantum and Tempo of Fertility: Comment," Population and Development Review, The Population Council, Inc., vol. 26(3), pages 549-553, September.
- Yosihiko Ogata & Koichi Katsura & Niels Keiding & Claus Holst & Anders Green, 2000. "Empirical Bayes Age–Period–Cohort Analysis of Retrospective Incidence Data," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 27(3), pages 415-432, September.
- Mikko Myrskylä & Hans-Peter Kohler & Francesco C. Billari, 2009. "Advances in development reverse fertility declines," Nature, Nature, vol. 460(7256), pages 741-743, August.
- Volker Schmid & Leonhard Held, 2004. "Bayesian Extrapolation of Space–Time Trends in Cancer Registry Data," Biometrics, The International Biometric Society, vol. 60(4), pages 1034-1042, December.
- Tomas Frejka & Gérard Calot, 2001. "Cohort Reproductive Patterns in Low‐Fertility Countries," Population and Development Review, The Population Council, Inc., vol. 27(1), pages 103-132, March.
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More about this item
Keywords
fertility;JEL classification:
- J1 - Labor and Demographic Economics - - Demographic Economics
- Z0 - Other Special Topics - - General
NEP fields
This paper has been announced in the following NEP Reports:- NEP-DEM-2012-02-20 (Demographic Economics)
- NEP-FOR-2012-02-20 (Forecasting)
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