TY - JOUR
T1 - Optimal asset allocation with heterogeneous discounting and stochastic income under CEV model
AU - Li, Danping
AU - Lai, Yongzeng
AU - Li, Lin
N1 - Publisher Copyright:
© The Operational Research Society 2019.
PY - 2020/12/1
Y1 - 2020/12/1
N2 - This article focuses on an optimal asset allocation problem with heterogeneous discounting and stochastic income under the constant elasticity of variance (CEV) model. Heterogeneous discounting is an important non-constant discounting model, which can describe the fact that a decision maker discounts in different ways the utility derived from consumption and that of the bequest or final function. It is consistent with the fact that the concern of a decision maker about the bequest left to her descendants when she is young is not the same as that when she is old. In our model, a decision maker with stochastic income can enjoy the consumption, purchase life insurance, and invest her wealth in a risk-free asset and a risky asset whose price process satisfies the CEV model. Meanwhile, the volatility of the stochastic income arises from the risky asset. Since the problem is time-inconsistent, the Bellman’s principle of optimality does not hold. To obtain the time-consistent solution, an equilibrium strategy is calculated. By applying the game theoretic framework and solving an extended Hamilton-Jacobi-Bellman system, we derive the time-consistent consumption, investment, and life insurance strategies for both exponential and logarithmic utility functions. Finally, we provide numerical simulations to illustrate our results.
AB - This article focuses on an optimal asset allocation problem with heterogeneous discounting and stochastic income under the constant elasticity of variance (CEV) model. Heterogeneous discounting is an important non-constant discounting model, which can describe the fact that a decision maker discounts in different ways the utility derived from consumption and that of the bequest or final function. It is consistent with the fact that the concern of a decision maker about the bequest left to her descendants when she is young is not the same as that when she is old. In our model, a decision maker with stochastic income can enjoy the consumption, purchase life insurance, and invest her wealth in a risk-free asset and a risky asset whose price process satisfies the CEV model. Meanwhile, the volatility of the stochastic income arises from the risky asset. Since the problem is time-inconsistent, the Bellman’s principle of optimality does not hold. To obtain the time-consistent solution, an equilibrium strategy is calculated. By applying the game theoretic framework and solving an extended Hamilton-Jacobi-Bellman system, we derive the time-consistent consumption, investment, and life insurance strategies for both exponential and logarithmic utility functions. Finally, we provide numerical simulations to illustrate our results.
KW - Asset allocation
KW - constant elasticity of variance (CEV) model
KW - heterogeneous discounting
KW - stochastic income
KW - time-consistency
UR - https://www.scopus.com/pages/publications/85071018594
U2 - 10.1080/01605682.2019.1650618
DO - 10.1080/01605682.2019.1650618
M3 - 文章
AN - SCOPUS:85071018594
SN - 0160-5682
VL - 71
SP - 2013
EP - 2026
JO - Journal of the Operational Research Society
JF - Journal of the Operational Research Society
IS - 12
ER -