We solve a mean-variance optimisation problem in the accumulation phase of a defined contribution pension scheme. In a general multi-asset financial market with stochastic investment opportunities and stochastic contributions, we provide the general forms for the efficient frontier, the optimal investment strategy, and the ruin probability. We show that the mean-variance approach is equivalent to a ``user-friendly'' target-based optimisation problem which minimises a quadratic loss function, and provide implementation guidelines for the selection of the target. We show that the ruin probability can be kept under control through the choice of the target level. We find closed-form solutions for the special case of stochastic interest rate following the Vasicek (1977) dynamics, contributions following a geometric Brownian motion, and market consisting of cash, one bond and one stock. Numerical applications report the behaviour over time of optimal strategies and non-negative constrained strategies.

Mean-variance target-based optimisation for defined contribution pension schemes in a stochastic framework

Vigna, Elena
2017-01-01

Abstract

We solve a mean-variance optimisation problem in the accumulation phase of a defined contribution pension scheme. In a general multi-asset financial market with stochastic investment opportunities and stochastic contributions, we provide the general forms for the efficient frontier, the optimal investment strategy, and the ruin probability. We show that the mean-variance approach is equivalent to a ``user-friendly'' target-based optimisation problem which minimises a quadratic loss function, and provide implementation guidelines for the selection of the target. We show that the ruin probability can be kept under control through the choice of the target level. We find closed-form solutions for the special case of stochastic interest rate following the Vasicek (1977) dynamics, contributions following a geometric Brownian motion, and market consisting of cash, one bond and one stock. Numerical applications report the behaviour over time of optimal strategies and non-negative constrained strategies.
2017
76
172
184
http://www.elsevier.com/locate/insmatheco
Defined contribution pension scheme; Efficient frontier; Martingale method; Mean-variance approach; Ruin probability; Stochastic optimal control; Statistics and Probability; Economics and Econometrics; Statistics, Probability and Uncertainty
Menoncin, Francesco; Vigna, Elena
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2318/1655757
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