长期股票风险和动态交易策略:意大利股票市场的模拟演习

FRANCESCO CORIELLI, ALESSANDRO PENATI
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引用次数: 3

摘要

本文开发了一种模拟方法,能够再现意大利股票市场价格的高频特征,而不假设其随机过程的任何特定形式。然后,该方法用于验证动态交易策略在长期内防范下行风险的能力。由于意大利将在不久的将来建立一个资金充足的资本化退休制度,动态交易策略可能会成为意大利投资组合经理广泛使用的工具,以对冲长期股票风险,特别是考虑到股票市场历史上提供的不良风险回报交易。对期权复制策略和定比例策略进行了仿真。考察了交易成本、非平稳收益差异、另类投资组合再平衡方案和各种实施约束对策略成本的影响。对于期权复制策略,事后有效成本接近理论前预期成本。该策略的关键要素似乎是关于期权策略长度的决定,以及在结束时重置下限的规则。固定比例策略更便宜,更容易实施,但其有效性也取决于底部作为股价变动的函数进行调整的方式。一般来说,模拟证实了动态策略能够实现预期的目标。所有类型的策略都是相对直接的,可以在可接受的不确定性范围内使用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Long-run equity risk and dynamic trading strategies: a simulation exercise for the Italian stock market

The paper develops a simulation approach capable of reproducing the high frequency characteristics of Italian stock market prices, without assuming any specific form for their stochastic process. The approach is then used to verify the capability of dynamic trading strategies to protect against downside risk in the long run. Because a fully funded capitalized retirement system will develop in Italy in the near future, dynamic trading strategies might become a widely used tool among Italian portfolio managers to hedge long-run equity risk, especially in view of the poor risk –return trade off that the stock market has historically provided. Both option replicating strategies and constant proportion strategies are simulated. The impact of transaction costs, non stationary return variances, alternative portfolio rebalancing schemes and various implementation constraints on the strategies cost are examined. For the option replicating strategies,ex posteffective costs turn out to be close toex antetheoretical expected cost. The crucial element in the strategy appears the decisions about the length of the option strategy and the rule to reset the floor at the end of it. Constant proportion strategies are cheaper and easier to implement, but their effectiveness depends too on the way in which the floor is adjusted as a function of the stock price movements. Broadly speaking, the simulations confirm that dynamic strategies are capable of delivering what they are supposed to achieve. All types of strategies are relatively straightforward and can be used with an acceptable margin of uncertainty.

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