The forecasting performance of mortality models
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DOI: 10.1007/s10182-011-0186-x
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- Pflaumer, Peter, 1988. "Confidence intervals for population projections based on Monte Carlo methods," International Journal of Forecasting, Elsevier, vol. 4(1), pages 135-142.
- Axel Börsch‐Supan & Florian Heiss & Alexander Ludwig & Joachim Winter, 2003.
"Pension Reform, Capital Markets and the Rate of Return,"
German Economic Review, Verein für Socialpolitik, vol. 4(2), pages 151-181, May.
- Börsch-Supan Axel & Ludwig Alexander & Heiss Florian & Winter Joachim, 2003. "Pension Reform, Capital Markets and the Rate of Return," German Economic Review, De Gruyter, vol. 4(2), pages 151-181, May.
- Börsch-Supan, Axel & Heiß, Florian & Ludwig, Alexander & Winter, Christoph, 2002. "Pension reform, capital markets, and the rate of return," MEA discussion paper series 02023, Munich Center for the Economics of Aging (MEA) at the Max Planck Institute for Social Law and Social Policy.
- Börsch-Supan, Axel H. & Heiss, Florian & Ludwig, Alexander & Winter, Joachim, 2003. "Pension reform, capital markets and the rate of return," Munich Reprints in Economics 20200, University of Munich, Department of Economics.
- Koissi, Marie-Claire & Shapiro, Arnold F. & Hognas, Goran, 2006. "Evaluating and extending the Lee-Carter model for mortality forecasting: Bootstrap confidence interval," Insurance: Mathematics and Economics, Elsevier, vol. 38(1), pages 1-20, February.
- Emmanuela Gakidou & Gary King, 2006. "Death by survey: Estimating adult mortality without selection bias from sibling survival data," Demography, Springer;Population Association of America (PAA), vol. 43(3), pages 569-585, August.
- Bernhard Babel & Eckart Bomsdorf & Rafael Schmidt, 2008. "Forecasting German mortality using panel data procedures," Journal of Population Economics, Springer;European Society for Population Economics, vol. 21(3), pages 541-555, July.
- Ronald Lee & Timothy Miller, 2001. "Evaluating the performance of the lee-carter method for forecasting mortality," Demography, Springer;Population Association of America (PAA), vol. 38(4), pages 537-549, November.
- Olivieri, Annamaria, 2001. "Uncertainty in mortality projections: an actuarial perspective," Insurance: Mathematics and Economics, Elsevier, vol. 29(2), pages 231-245, October.
- Axel Börsch‐Supan & Florian Heiss & Alexander Ludwig & Joachim Winter, 2003.
"Pension Reform, Capital Markets and the Rate of Return,"
German Economic Review, Verein für Socialpolitik, vol. 4(2), pages 151-181, May.
- Börsch-Supan, Axel & Heiss, Florian & Winter, Joachim, 2000. "Pension reform, capital markets, and the rate of return," Discussion Papers 589, Institut fuer Volkswirtschaftslehre und Statistik, Abteilung fuer Volkswirtschaftslehre.
- Börsch-Supan, Axel H. & Heiss, Florian & Ludwig, Alexander & Winter, Joachim, 2003. "Pension reform, capital markets and the rate of return," Munich Reprints in Economics 20200, University of Munich, Department of Economics.
- Börsch-Supan, Axel & Heiß, Florian & Ludwig, Alexander & Winter, Christoph, 2002. "Pension reform, capital markets, and the rate of return," MEA discussion paper series 02023, Munich Center for the Economics of Aging (MEA) at the Max Planck Institute for Social Law and Social Policy.
- Heather Booth & Rob Hyndman & Leonie Tickle & Piet de Jong, 2006.
"Lee-Carter mortality forecasting: a multi-country comparison of variants and extensions,"
Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 15(9), pages 289-310.
- Heather Booth & Rob J Hyndman & Leonie Tickle & Piet de Jong, 2006. "Lee-Carter mortality forecasting: a multi-country comparison of variants and extensions," Monash Econometrics and Business Statistics Working Papers 13/06, Monash University, Department of Econometrics and Business Statistics.
- Reichmuth, Wolfgang H. & Sarferaz, Samad, 2008. "Bayesian demographic modeling and forecasting: An application to U.S. mortality," SFB 649 Discussion Papers 2008-052, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
- Han Lin Shang & Rob J Hyndman & Heather Booth, 2010. "A comparison of ten principal component methods for forecasting mortality rates," Monash Econometrics and Business Statistics Working Papers 8/10, Monash University, Department of Econometrics and Business Statistics.
- Booth, H. & Tickle, L., 2008. "Mortality Modelling and Forecasting: a Review of Methods," Annals of Actuarial Science, Cambridge University Press, vol. 3(1-2), pages 3-43, September.
- John Wilmoth & Shiro Horiuchi, 1999. "Rectangularization revisited: Variability of age at death within human populations," Demography, Springer;Population Association of America (PAA), vol. 36(4), pages 475-495, November.
- Hendrik Hansen & Peter Pflaumer, 2011. "Zur Prognose der Lebenserwartung in Deutschland: Ein Vergleich verschiedener Verfahren," AStA Wirtschafts- und Sozialstatistisches Archiv, Springer;Deutsche Statistische Gesellschaft - German Statistical Society, vol. 5(3), pages 203-219, December.
- Hatzopoulos, P. & Haberman, S., 2009. "A parameterized approach to modeling and forecasting mortality," Insurance: Mathematics and Economics, Elsevier, vol. 44(1), pages 103-123, February.
- Stephan Boes & Peter Pflaumer, 2006. "University student enrollment forecasts by analysis structural ratios using ARIMA-methods," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 90(2), pages 253-271, June.
- Brouhns, Natacha & Denuit, Michel & Vermunt, Jeroen K., 2002. "A Poisson log-bilinear regression approach to the construction of projected lifetables," Insurance: Mathematics and Economics, Elsevier, vol. 31(3), pages 373-393, December.
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Cited by:
- Apostolos Bozikas & Georgios Pitselis, 2019. "Credible Regression Approaches to Forecast Mortality for Populations with Limited Data," Risks, MDPI, vol. 7(1), pages 1-22, February.
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Keywords
Mortality forecasting; Monte Carlo simulation; Lee–Carter model; Brass model;All these keywords.
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