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http://dx.doi.org/10.7858/eamj.2022.017

OPTIMAL PORTFOLIO CHOICE IN A BINOMIAL-TREE AND ITS CONVERGENCE  

Jeong, Seungwon (Department of Financial Engineering, School of Business, Ajou University)
Ahn, Sang Jin (Department of Financial Engineering, School of Business, Ajou University)
Koo, Hyeng Keun (Department of Financial Engineering, School of Business, Ajou University)
Ahn, Seryoong (Division of Business Administration, Pukyong National University)
Publication Information
Abstract
This study investigates the convergence of the optimal consumption and investment policies in a binomial-tree model to those in the continuous-time model of Merton (1969). We provide the convergence in explicit form and show that the convergence rate is of order ∆t, which is the length of time between consecutive time points. We also show by numerical solutions with realistic parameter values that the optimal policies in the binomial-tree model do not differ significantly from those in the continuous-time model for long-term portfolio management with a horizon over 30 years if rebalancing is done every 6 months.
Keywords
Optimal strategy; lifetime asset allocation; utility maximization; binomial tree model; convergence rate;
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1 Merton, R. C., Lifetime portfolio selection under uncertainty: The continuous-time case, The review of Economics and Statistics (1969), 247-257.
2 Qian, X. S., Xu, C. L., Jiang, L. S., and Bian, B. J., Convergence of the binomial tree method for american options in a jump-diffusion model, SIAM journal on numerical analysis 42 (2005), no.5, 1899-1913.   DOI
3 Rizal, N. A., Surya, B. A., and Wiryono, S. K., Optimal portfolio in discrete-time under hara utility function, In 2014 International Symposium on Technology Management and Emerging Technologies, IEEE (2014), 421-424.
4 Ahn, S., Choi, K. J., and Koo, H. K., A simple asset pricing model with heterogeneous agents, uninsurable labor income and limited stock market participation, uninsurable labor income and limited stock market participation, Journal of Banking & Finance 55 (2015), 9-22.   DOI
5 Balzer, T., Portfolio management in the binomial model: conditions for outperforming benchmarks, OR Spectrum 25 (2003), no.1, 61-84.   DOI
6 Bayraktar, E., Dolinsky, Y., and Guo, J., Continuity of utility maximization under weak convergence, Mathematics and Financial Economics 14 (2020), no.4, 725-757.   DOI
7 Cox, J. C., Ross, S. A., and Rubinstein, M., Option pricing: A simplified approach, Journal of financial Economics 7 (1979), no.3, 229-263.   DOI
8 He, H., Convergence from discrete-to continuous-time contingent claims prices, The review of financial studies 3 (1990), no.4, 523-546.   DOI
9 Jang, B. G., Koo, H. K., and Rhee, Y., Asset demands and consumption with longevity risk, Economic Theory 62 (2016), no.3, 587-633.   DOI
10 Jorda, O., Knoll, K., Kuvshinov, D., Schularick, M., and Taylor, A. M., The rate of return on everything, 1870-2015, The Quarterly Journal of Economics 134 (2019), no.3, 1225-1298.   DOI
11 Omberg, E., A note on the convergence of binomial-pricing and compound-option models, The Journal of Finance 42 (1987), no.2, 463-469.   DOI
12 Dybvig, P. and Koo, H. K., Investment with taxes, Washington University 126 (1996), 620-635.
13 Epstein, L. G. and Zin, S. E., Substitution, risk aversion, and the temporal behavior of consumption and asset returns: An empirical analysis, Journal of political Economy 99 (1991), no.2, 263-286.   DOI
14 Kwon, M. J. and Kim, K. I., Convergence of the binomial tree method for pricing lookback options in a jump-diffusion model, 한국산업응용수학회 학술대회 논문집 2 (2007), no.1, 27-31.
15 Ahn, S. and Koo, H. K., Optimal consumption and slutsky equation with epstein-zin type preference, Journal of the Korean Society for Industrial and Applied Mathematics 16 (2012), no.2, 107-124.   DOI
16 Amin. K. and Khanna, A., Convergence of american option values from discrete-to continuous-time financial models 1, Mathematical Finance 4 (1994), no.4, 289-304.   DOI
17 Bauerle, N. and Mundt, A., Dynamic mean-risk optimization in a binomial model, Mathematical Methods of Operations Research 70 (2009), no.2, 219.   DOI
18 Bayer, C. and Veliyev, B., Utility maximization in a binomial model with transaction costs: a duality approach based on the shadow price process, International Journal of Theoretical and Applied Finance 17 (2014), no.4, 1450022.   DOI
19 Black, F. and Scholes, M., The pricing of options and corporate liabilities, The Journal of Political Economy 81 (1973), no.3, 637-654.   DOI
20 Boyle, P. P. and Vorst, T., Option replication in discrete time with transaction costs, The Journal of Finance 47 (1992), no.1, 271-293.   DOI
21 He, H., Optimal consumption-portfolio policies: a convergence from discrete to continuous time models, Journal of Economic Theory 55 (1991), no.2, 340-363.   DOI
22 Hull, J. C. and Basu, S., Options, future & other derivatives, Pearson Education (2018).
23 Jiang, L. and Dai, M., Convergence of binomial tree method for american options, Partial Differential Equations and their Applications (1999), 106-118.
24 Jiang, L. and Dai, M., Convergence of binomial tree methods for european/american path-dependent options, SIAM Journal on Numerical Analysis 42 (2004), no.3, 1094-1109.   DOI