Non-Parametric Integral Estimation Using Data Clustering in Stochastic dynamic Programming: An Introduction Using Lifetime Financial Modelling
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- Haberman, Steven & Vigna, Elena, 2002. "Optimal investment strategies and risk measures in defined contribution pension schemes," Insurance: Mathematics and Economics, Elsevier, vol. 31(1), pages 35-69, August.
- John Y. Campbell & Yeung Lewis Chanb & M. Viceira, 2013.
"A multivariate model of strategic asset allocation,"
World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part II, chapter 39, pages 809-848,
World Scientific Publishing Co. Pte. Ltd..
- Campbell, John Y. & Chan, Yeung Lewis & Viceira, Luis M., 2003. "A multivariate model of strategic asset allocation," Journal of Financial Economics, Elsevier, vol. 67(1), pages 41-80, January.
- Campbell, John Y & Viceira, Luis & Chan, Yeung Lewis, 2001. "A Multivariate Model of Strategic Asset Allocation," CEPR Discussion Papers 3070, C.E.P.R. Discussion Papers.
- John Y. Campbell & Yeung Lewis Chan & Luis M. Viceira, 2001. "A Multivariate Model of Strategic Asset Allocation," NBER Working Papers 8566, National Bureau of Economic Research, Inc.
- Chan, Yeung Lewis & Viceira, Luis & Campbell, John, 2003. "A Multivariate Model of Strategic Asset Allocation," Scholarly Articles 3163263, Harvard University Department of Economics.
- John D. Lyon & Brad M. Barber & Chih‐Ling Tsai, 1999. "Improved Methods for Tests of Long‐Run Abnormal Stock Returns," Journal of Finance, American Finance Association, vol. 54(1), pages 165-201, February.
- Carroll, Christopher D., 2006.
"The method of endogenous gridpoints for solving dynamic stochastic optimization problems,"
Economics Letters, Elsevier, vol. 91(3), pages 312-320, June.
- Christopher D. Carroll, 2005. "The Method of Endogenous Gridpoints for Solving Dynamic Stochastic Optimization Problems," NBER Technical Working Papers 0309, National Bureau of Economic Research, Inc.
- Christopher Carroll, 2005. "The Method of Endogenous Gridpoints for Solving Dynamic Stochastic Optimization Problems," Economics Working Paper Archive 520, The Johns Hopkins University,Department of Economics.
- Carroll, Christopher D., 2005. "The method of endogenous gridpoints for solving dynamic stochastic optimization problems," CFS Working Paper Series 2005/18, Center for Financial Studies (CFS).
- Christopher Carroll, 2005. "Mathematica and Matlab Programs for The Method of Endogenous Gridpoints for Solving Dynamic Stochastic Optimization Problems," Economics Companion Software Archive 3, The Johns Hopkins University,Department of Economics.
- Blake, David & Wright, Douglas & Zhang, Yumeng, 2013.
"Target-driven investing: Optimal investment strategies in defined contribution pension plans under loss aversion,"
Journal of Economic Dynamics and Control, Elsevier, vol. 37(1), pages 195-209.
- Blake, David & Wright, Douglas & Zhang, Yumeng, 2011. "Target-driven investing: Optimal investment strategies in defined contribution pension plans under loss aversion," MPRA Paper 34278, University Library of Munich, Germany.
- Russell Gerrard & Steven Haberman & Elena Vigna, 2006. "The Management of Decumulation Risks in a Defined Contribution Pension Plan," North American Actuarial Journal, Taylor & Francis Journals, vol. 10(1), pages 84-110.
- Richard W. Kopcke & Anthony Webb & Joshua Hurwitz, 2013. "Rethinking Optimal Wealth Accumulation and Decumulation Strategies in the Wake of the Financial Crisis," Working Papers, Center for Retirement Research at Boston College wp2013-1, Center for Retirement Research.
- Paul A. Samuelson, 2011.
"Lifetime Portfolio Selection by Dynamic Stochastic Programming,"
World Scientific Book Chapters, in: Leonard C MacLean & Edward O Thorp & William T Ziemba (ed.), THE KELLY CAPITAL GROWTH INVESTMENT CRITERION THEORY and PRACTICE, chapter 31, pages 465-472,
World Scientific Publishing Co. Pte. Ltd..
- Samuelson, Paul A, 1969. "Lifetime Portfolio Selection by Dynamic Stochastic Programming," The Review of Economics and Statistics, MIT Press, vol. 51(3), pages 239-246, August.
- Horneff, Vanya & Maurer, Raimond & Mitchell, Olivia S. & Rogalla, Ralph, 2015.
"Optimal life cycle portfolio choice with variable annuities offering liquidity and investment downside protection,"
Insurance: Mathematics and Economics, Elsevier, vol. 63(C), pages 91-107.
- Vanya Horneff & Raimond Maurer & Olivia S. Mitchell & Ralph Rogalla, 2013. "Optimal Life Cycle Portfolio Choice with Variable Annuities Offering Liquidity and Investment Downside Protection," NBER Working Papers 19206, National Bureau of Economic Research, Inc.
- Vanya Horneff & Raimond Maurer & Olivia S. Mitchell & Ralph Rogalla, 2013. "Optimal Life Cycle Portfolio Choice with Variable Annuities Offering Liquidity and Investment Downside Protection," Working Papers wp286, University of Michigan, Michigan Retirement Research Center.
- Bodie, Zvi & Merton, Robert C. & Samuelson, William F., 1992.
"Labor supply flexibility and portfolio choice in a life cycle model,"
Journal of Economic Dynamics and Control, Elsevier, vol. 16(3-4), pages 427-449.
- Zvi Bodie & Robert C. Merton & William F. Samuelson, 1992. "Labor Supply Flexibility and Portfolio Choice in a Life-Cycle Model," NBER Working Papers 3954, National Bureau of Economic Research, Inc.
- Wilkie, A.D., 1995. "More on a Stochastic Asset Model for Actuarial Use," British Actuarial Journal, Cambridge University Press, vol. 1(5), pages 777-964, December.
- Poterba, James M. & Summers, Lawrence H., 1988.
"Mean reversion in stock prices : Evidence and Implications,"
Journal of Financial Economics, Elsevier, vol. 22(1), pages 27-59, October.
- James M. Poterba & Lawrence H. Summers, 1987. "Mean Reversion in Stock Prices: Evidence and Implications," NBER Working Papers 2343, National Bureau of Economic Research, Inc.
- Hardy Hulley & Rebecca Mckibbin & Andreas Pedersen & Susan Thorp, 2013.
"Means-Tested Public Pensions, Portfolio Choice and Decumulation in Retirement,"
The Economic Record, The Economic Society of Australia, vol. 89(284), pages 31-51, March.
- Susan Thorp & Hardy Hulley & Rebecca McKibbin & Andreas Pedersen, 2009. "Means-Tested Income Support, Portfolio Choice and Decumulation in Retirement," Research Paper Series 248, Quantitative Finance Research Centre, University of Technology, Sydney.
- Hanewald, Katja & Piggott, John & Sherris, Michael, 2013.
"Individual post-retirement longevity risk management under systematic mortality risk,"
Insurance: Mathematics and Economics, Elsevier, vol. 52(1), pages 87-97.
- Katja Hanewald & John Piggott & Michael Sherris, 2011. "Individual Post-Retirement Longevity Risk Management Under Systematic Mortality Risk," Working Papers 201113, ARC Centre of Excellence in Population Ageing Research (CEPAR), Australian School of Business, University of New South Wales.
- Yaari, Menahem E, 1987. "The Dual Theory of Choice under Risk," Econometrica, Econometric Society, vol. 55(1), pages 95-115, January.
- Yongyang Cai & Kenneth L. Judd, 2010. "Stable and Efficient Computational Methods for Dynamic Programming," Journal of the European Economic Association, MIT Press, vol. 8(2-3), pages 626-634, 04-05.
- Heiss, Florian & Winschel, Viktor, 2008. "Likelihood approximation by numerical integration on sparse grids," Journal of Econometrics, Elsevier, vol. 144(1), pages 62-80, May.
- Steven Haberman & Elena Vigna, 2002. "Optimal investment strategies and risk measures in defined contribution pension schemes," ICER Working Papers - Applied Mathematics Series 09-2002, ICER - International Centre for Economic Research.
- Merton, Robert C, 1969. "Lifetime Portfolio Selection under Uncertainty: The Continuous-Time Case," The Review of Economics and Statistics, MIT Press, vol. 51(3), pages 247-257, August.
- Butt, Adam & Khemka, Gaurav, 2015. "The effect of objective formulation on retirement decision making," Insurance: Mathematics and Economics, Elsevier, vol. 64(C), pages 385-395.
- Zou, Bin & Cadenillas, Abel, 2014. "Explicit solutions of optimal consumption, investment and insurance problems with regime switching," Insurance: Mathematics and Economics, Elsevier, vol. 58(C), pages 159-167.
- Bin Zou & Abel Cadenillas, 2014. "Explicit Solutions of Optimal Consumption, Investment and Insurance Problem with Regime Switching," Papers 1402.3562, arXiv.org, revised Jun 2014.
- Pirvu, Traian A. & Zhang, Huayue, 2012. "Optimal investment, consumption and life insurance under mean-reverting returns: The complete market solution," Insurance: Mathematics and Economics, Elsevier, vol. 51(2), pages 303-309.
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- Adam Butt & Gaurav Khemka & Geoffrey J. Warren, 2019. "What Dividend Imputation Means for Retirement Savers," The Economic Record, The Economic Society of Australia, vol. 95(309), pages 181-199, June.
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Keywords
data-driven; quadrature; Quasi-Monte Carlo; retirement;All these keywords.
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