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Portfolio Model of Risk Management with Second OrderStochastic Dominant Constraints and Transaction Costs
YANG Liu,SHEN FeiFei. Portfolio Model of Risk Management with Second OrderStochastic Dominant Constraints and Transaction Costs[J]. Chinese Journal of Applied Probability and Statisties, 2017, 34(2): 111-124
Authors:YANG Liu  SHEN FeiFei
Affiliation:School of Mathematics and Computational Science, Xiangtan University
Abstract:In this paper, we introduced a transaction costs function and established a portfolio model of risk management with second stochastic dominance constraints. This model does not need to make any assumptions about the utility function of the investors and the distribution of the risk assets income, and it can ensure that the choices of the risk-averse investor can be randomly better than a reference value, so it can avoid the high risk investment. We provide a smoothing penalty sample average approximation method for solving this optimization problem. We prove that the smoothing penalty problem is equivalent to the original problem. Numerical results prove that the model and the method are efficient.
Keywords:second order stochastic dominance  transaction costs  smoothing method  portfolio optimization  sample average approximation  
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