基于概率准则的投资策略及其风险控制
Investment strategy and risk Control based on the probability criterion
为了使投资者在持有期内取得预期收益,同时又能有效地防范风险,在正态性假设前提下,引入持有期内预期最大损失率和预期最大损失定义, 对单一投资和组合投资下的预期最大损失率及其预期最大损失的度量方法作了详细推演和比较,以便为投资者提供风险控制指导。实证中,首先在SPSS环境下对所选取的数据进行正态性和独立性检验,然后在Markowitz均值-方差模型中加入VaR约束,在Mathematica环境下,用微分进化算法对有约束条件的非线性规划问题仿真求解,最终给出可行的若干投资方案。提出了影响投资风险控制的若干因素及其对策。
In order to get the expected revenue in a holding period and guard against risks, on the premise of normality assumption, this thesis introduces the definition of the expectation maximum loss rate and the expectation maximum loss in a holding period for certain investment, deduces in detail and compares measurement method of expectation maximum loss rate and the expectation maximum loss to a single investment and portfolio so as to offer the risk control guidance to investors. In the empirical study, first of all, in the SPSS environment, normal and independence testing are performed for the selected data, and then the VaR constrain is added in the Markowitz mean-variation model, the simulation and solution to nonlinear programming problem with a constraint are obtained by using the Differential Evolution algorithm in the Mathematica, some feasible investment projects are given in the end. Some Factors and countermeasures that affect the investment risk control are presented.
王三宝
财政、金融
投资策略风险控制微分进化算法假设检验
Investment StrategyRisk ControlDifferential Evolution algorithmHypothesis testing
王三宝.基于概率准则的投资策略及其风险控制[EB/OL].(2012-09-25)[2025-08-02].http://www.paper.edu.cn/releasepaper/content/201209-275.点此复制
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