Modeling and Forecasting Health Expectancy: Theoretical Framework and Application
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DOI: 10.1007/s13524-012-0156-2
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- Kenneth G. Manton & XiLiang Gu & Vicki L. Lamb, 2006. "Long‐Term Trends in Life Expectancy and Active Life Expectancy in the United States," Population and Development Review, The Population Council, Inc., vol. 32(1), pages 81-105, March.
- Ben D. MacArthur & Richard O. C. Oreffo, 2005. "Bridging the gap," Nature, Nature, vol. 433(7021), pages 19-19, January.
- Andrew J. G. Cairns & David Blake & Kevin Dowd, 2006. "A Two‐Factor Model for Stochastic Mortality with Parameter Uncertainty: Theory and Calibration," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 73(4), pages 687-718, December.
- Wolfgang Lurz & Anne Goujon, 2001. "The World's Changing Human Capital Stock: Multi‐State Population Projections by Educational Attainment," Population and Development Review, The Population Council, Inc., vol. 27(2), pages 323-339, June.
- Eileen Crimmins & Mark Hayward & Aaron Hagedorn & Yasuhiko Saito & Nicolas Brouard, 2009. "Change in disability-free life expectancy for Americans 70 years old and older," Demography, Springer;Population Association of America (PAA), vol. 46(3), pages 627-646, August.
- Nan Li & Ronald Lee, 2005. "Coherent mortality forecasts for a group of populations: An extension of the lee-carter method," Demography, Springer;Population Association of America (PAA), vol. 42(3), pages 575-594, August.
- Kevin Dowd & David Blake & Andrew Cairns, 2010. "Facing up to uncertain life expectancy: The longevity fan charts," Demography, Springer;Population Association of America (PAA), vol. 47(1), pages 67-78, February.
- Anja De Waegenaere & Bertrand Melenberg & Ralph Stevens, 2010.
"Longevity Risk,"
De Economist, Springer, vol. 158(2), pages 151-192, June.
- De Waegenaere, A.M.B. & Melenberg, B. & Stevens, R., 2010. "Longevity risk," Other publications TiSEM fa89b4b3-82f5-4c65-8c2c-b, Tilburg University, School of Economics and Management.
- Angus S. Deaton & Christina Paxson, 2004.
"Mortality, Income, and Income Inequality over Time in Britain and the United States,"
NBER Chapters, in: Perspectives on the Economics of Aging, pages 247-286,
National Bureau of Economic Research, Inc.
- Angus Deaton & Christina Paxson, 2001. "Mortality, Income, and Income Inequality Over Time in Britain and the United States," NBER Working Papers 8534, National Bureau of Economic Research, Inc.
- Angus Deaton & Christina Paxson, 2001. "Mortality, Income, and Income Inequality Over time in Britain and the United States," Working Papers 267, Princeton University, Woodrow Wilson School of Public and International Affairs, Center for Health and Wellbeing..
- David Blake & Pat Brockett & Samuel Cox & Richard MacMinn, 2011.
"Longevity Risk and Capital Markets,"
North American Actuarial Journal, Taylor & Francis Journals, vol. 15(2), pages 141-149.
- Richard MacMinn & Patrick Brockett & David Blake, 2006. "Longevity Risk and Capital Markets," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 73(4), pages 551-557, December.
- Hyndman, Rob J. & Shahid Ullah, Md., 2007.
"Robust forecasting of mortality and fertility rates: A functional data approach,"
Computational Statistics & Data Analysis, Elsevier, vol. 51(10), pages 4942-4956, June.
- Rob J. Hyndman & Md. Shahid Ullah, 2005. "Robust forecasting of mortality and fertility rates: a functional data approach," Monash Econometrics and Business Statistics Working Papers 2/05, Monash University, Department of Econometrics and Business Statistics.
- Manton, Kenneth G. & Stallard, Eric & Singer, Burt, 1992. "Projecting the future size and health status of the US elderly population," International Journal of Forecasting, Elsevier, vol. 8(3), pages 433-458, November.
- Yi Zeng & Kenneth C. Land & Zhenglian Wang & Danan Gu, 2010. "Household and population projections at sub-national levels: an extended cohort-component approach," MPIDR Working Papers WP-2010-028, Max Planck Institute for Demographic Research, Rostock, Germany.
- Wolfgang Lutz & Warren Sanderson & Sergei Scherbov, 1997. "Doubling of world population unlikely," Nature, Nature, vol. 387(6635), pages 803-805, June.
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- David Blake & Marco Morales & Enrico Biffis & Yijia Lin & Andreas Milidonis, 2017.
"Special Edition: Longevity 10 – The Tenth International Longevity Risk and Capital Markets Solutions Conference,"
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- David Blake & Marco Morales, 2017. "Special Edition: Longevity 10 – The Tenth International Longevity Risk and Capital Markets Solutions Conference," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 84(S1), pages 273-277, April.
- David Blake & Marco Morales & Hua Chen & Richard D. MacMinn & Tao Sun, 2017. "Special Edition: Longevity 10 – The Tenth International Longevity Risk and Capital Markets Solutions Conference," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 84(S1), pages 393-415, April.
- David Blake & Marco Morales & Hong Li & Anja Waegenaere & Bertrand Melenberg, 2017. "Special Edition: Longevity 10 – The Tenth International Longevity Risk and Capital Markets Solutions Conference," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 84(S1), pages 459-475, April.
- David Blake & Marco Morales & Kenneth Q. Zhou & Johnny Siu-Hang Li, 2017. "Special Edition: Longevity 10 – The Tenth International Longevity Risk and Capital Markets Solutions Conference," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 84(S1), pages 417-437, April.
- David Blake & Marco Morales & Jing Ai & Patrick L. Brockett & Linda L. Golden & Wei Zhu, 2017. "Special Edition: Longevity 10 – The Tenth International Longevity Risk and Capital Markets Solutions Conference," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 84(S1), pages 319-343, April.
- David Blake & Marco Morales & Yijia Lin & Richard D. MacMinn & Ruilin Tian & Jifeng Yu, 2017. "Special Edition: Longevity 10 – The Tenth International Longevity Risk and Capital Markets Solutions Conference," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 84(S1), pages 345-365, April.
- David Blake & Marco Morales & Richard MacMinn & Patrick Brockett, 2017. "Special Edition: Longevity 10 – The Tenth International Longevity Risk and Capital Markets Solutions Conference," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 84(S1), pages 299-317, April.
- David Blake & Marco Morales & Richard D. MacMinn & Nan Zhu, 2017. "Special Edition: Longevity 10 – The Tenth International Longevity Risk and Capital Markets Solutions Conference," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 84(S1), pages 439-458, April.
- David Blake & Marco Morales & David Blake & Marco Morales, 2017. "Special Edition: Longevity 10 – The Tenth International Longevity Risk and Capital Markets Solutions Conference," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 84(S1), pages 279-297, April.
- David Blake & Marco Morales & Wenjun Zhu & Ken Seng Tan & Chou-Wen Wang, 2017. "Special Edition: Longevity 10 – The Tenth International Longevity Risk and Capital Markets Solutions Conference," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 84(S1), pages 477-493, April.
- David Blake & Marco Morales & Andreas Milidonis & Maria Efthymiou, 2017. "Special Edition: Longevity 10 – The Tenth International Longevity Risk and Capital Markets Solutions Conference," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 84(S1), pages 495-514, April.
- David Blake & Marco Morales & Yijia Lin & Tianxiang Shi & Ayşe Arik, 2017. "Special Edition: Longevity 10 – The Tenth International Longevity Risk and Capital Markets Solutions Conference," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 84(S1), pages 367-392, April.
- Vermeer, Niels & Mastrogiacomo, Mauro & Van Soest, Arthur, 2016.
"Demanding occupations and the retirement age,"
Labour Economics, Elsevier, vol. 43(C), pages 159-170.
- Vermeer, Niels & Mastrogiacomo, Mauro & van Soest, Arthur, 2015. "Demanding Occupations and the Retirement Age," IZA Discussion Papers 9462, Institute of Labor Economics (IZA).
- Maria Gheorghe & Werner Brouwer & Pieter Baal, 2015. "Did the health of the Dutch population improve between 2001 and 2008? Investigating age- and gender-specific trends in quality of life," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 16(8), pages 801-811, November.
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Keywords
Mortality; Longevity; Life expectancy; Health expectancy;All these keywords.
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