Portfolio Allocation with Medical Expenditure Risk-A Life Cycle Model and Machine Learning Analysis
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- Yongsung Chang & Jay H. Hong & Marios Karabarbounis, 2018.
"Labor Market Uncertainty and Portfolio Choice Puzzles,"
American Economic Journal: Macroeconomics, American Economic Association, vol. 10(2), pages 222-262, April.
- Yongsung Chang & Jay H. Hong & Marios Karabarbounis, 2014. "Labor-Market Uncertainty and Portfolio Choice Puzzles," Working Paper 14-13, Federal Reserve Bank of Richmond.
- Yongsung Chang & Jay H. Hong & Marios Karabarbounis, 2014. "Labor-Market Uncertainty and Portfolio Choice Puzzles," RCER Working Papers 582, University of Rochester - Center for Economic Research (RCER).
- Capatina, Elena, 2015. "Life-cycle effects of health risk," Journal of Monetary Economics, Elsevier, vol. 74(C), pages 67-88.
- Heaton, John & Lucas, Deborah J, 1996.
"Evaluating the Effects of Incomplete Markets on Risk Sharing and Asset Pricing,"
Journal of Political Economy, University of Chicago Press, vol. 104(3), pages 443-487, June.
- John Heaton & Deborah Lucas, 1993. "Evaluating the Effects of Incomplete Markets on Risk Sharing and Asset Pricing," NBER Working Papers 4249, National Bureau of Economic Research, Inc.
- Rosen, H.S.Harvey S. & Wu, Stephen, 2004.
"Portfolio choice and health status,"
Journal of Financial Economics, Elsevier, vol. 72(3), pages 457-484, June.
- Harvey S. Rosen & Stephen Wu, 2003. "Portfolio Choice and Health Status," NBER Working Papers 9453, National Bureau of Economic Research, Inc.
- Roozbeh Hosseini & Kai Zhao & Karen Kopecky, 2018.
"How Important Is Health Inequality for Lifetime Earnings Inequality?,"
2018 Meeting Papers
1093, Society for Economic Dynamics.
- Roozbeh Hosseini & Karen A. Kopecky & Kai Zhao, 2020. "How Important Is Health Inequality for Lifetime Earnings Inequality?," Working papers 2020-20, University of Connecticut, Department of Economics.
- Roozbeh Hosseini & Karen A. Kopecky & Kai Zhao, 2021. "How Important Is Health Inequality for Lifetime Earnings Inequality?," FRB Atlanta Working Paper 2021-1, Federal Reserve Bank of Atlanta.
- Roozbeh Hosseini & Kai Zhao & Karen Kopecky, 2019. "How Important Is Health Inequality for Lifetime Earnings Inequality?," 2019 Meeting Papers 1383, Society for Economic Dynamics.
- Seema Jayachandran & Adriana Lleras-Muney, 2009.
"Life Expectancy and Human Capital Investments: Evidence from Maternal Mortality Declines,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(1), pages 349-397.
- Seema Jayachandran & Adriana Lleras-Muney, 2008. "Life Expectancy and Human Capital Investments: Evidence From Maternal Mortality Declines," NBER Working Papers 13947, National Bureau of Economic Research, Inc.
- Joachim Inkmann & Paula Lopes & Alexander Michaelides, 2011.
"How Deep Is the Annuity Market Participation Puzzle?,"
The Review of Financial Studies, Society for Financial Studies, vol. 24(1), pages 279-319.
- Inkmann, Joachim & Lopes, Paula & Michaelides, Alexander, 2007. "How deep is the annuity market participation puzzle?," LSE Research Online Documents on Economics 24488, London School of Economics and Political Science, LSE Library.
- Paula Lopes & Alex Michaelides & Joachim Inkmann, 2009. "How deep is the annuity market participation puzzle?," 2009 Meeting Papers 239, Society for Economic Dynamics.
- Michaelides, Alexander & Lopes-Cocco, Paula & Inkmann, Joachim, 2010. "How Deep is the Annuity Market Participation Puzzle?," CEPR Discussion Papers 7940, C.E.P.R. Discussion Papers.
- Joachim Inkmann & Paula Lopes & Alexander Michaelides, 2009. "How Deep is the Annuity Market Participation Puzzle?," Working Papers 2009-5, Central Bank of Cyprus.
- Amparo Castelló‐Climent & Rafael Doménech, 2008.
"Human Capital Inequality, Life Expectancy And Economic Growth,"
Economic Journal, Royal Economic Society, vol. 118(528), pages 653-677, April.
- Amparo Castelló-Climent & Rafael Doménech, 2008. "Human Capital Inequality, Life Expectancy And Economic Growth," Economic Journal, Royal Economic Society, vol. 118(528), pages 653-677, April.
- Climent, Amparo Castello & Rafael Domenech, 2003. "Human Capital Inequality, Life Expectancy and Economic Growth," Royal Economic Society Annual Conference 2003 46, Royal Economic Society.
- Amparo Castello-Climent & Rafael Domenech, 2006. "Human Capital Inequality, Life Expectancy and Economic Growth," Working Papers 0604, International Economics Institute, University of Valencia.
- Emily Oster & Ira Shoulson & E. Ray Dorsey, 2013. "Limited Life Expectancy, Human Capital and Health Investments," American Economic Review, American Economic Association, vol. 103(5), pages 1977-2002, August.
- Daniel Paravisini & Veronica Rappoport & Enrichetta Ravina, 2017. "Risk Aversion and Wealth: Evidence from Person-to-Person Lending Portfolios," Management Science, INFORMS, vol. 63(2), pages 279-297, February.
- Gah-Yi Ban & Noureddine El Karoui & Andrew E. B. Lim, 2018. "Machine Learning and Portfolio Optimization," Management Science, INFORMS, vol. 64(3), pages 1136-1154, March.
- Padmaja Ayyagari & Daifeng He, 2017. "The Role of Medical Expenditure Risk in Portfolio Allocation Decisions," Health Economics, John Wiley & Sons, Ltd., vol. 26(11), pages 1447-1458, November.
- You Du, 2021. "Optimal Consumption and Portfolio Choice: The Impact of Health and Health Risk," The Economics and Finance Letters, Conscientia Beam, vol. 8(2), pages 266-276.
- Pang, Gaobo & Warshawsky, Mark, 2010. "Optimizing the equity-bond-annuity portfolio in retirement: The impact of uncertain health expenses," Insurance: Mathematics and Economics, Elsevier, vol. 46(1), pages 198-209, February.
- John Heaton & Deborah Lucas, 2000. "Portfolio Choice and Asset Prices: The Importance of Entrepreneurial Risk," Journal of Finance, American Finance Association, vol. 55(3), pages 1163-1198, June.
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Keywords
Household finance; medical expenditure risk; life cycle model; machine learning;All these keywords.
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