基于VaR的金融产品组合风险评估与管理系统

Xiaoli Zhang
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引用次数: 0

摘要

以往基于稳定分布条件下VaR和CVAR的研究都是建立在证券收益相互独立的前提下,但很少讨论证券收益不相互独立条件下组合投资VaR和CVAR的计算方法。采用历史模拟法、蒙特卡罗模拟法和最优化法研究了VaR和CVAR在投资组合中的应用。研究表明,VaR作为一种被广泛采用的先进风险评估方法,引入中国证券投资组合风险评估将对中国证券市场的发展起到重要的推动作用。这也证明了它不仅可以让我们充分了解投资组合的风险状况,而且可以帮助我们更好地管理风险,改善投资组合的风险收益特征。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Risk Assessment and Management System of Financial Product Portfolio based on VaR
Previous studies based on VaR and CVAR under the condition of stable distribution are based on the premise that securities returns are independent of each other, but the calculation methods of VaR and CVAR for portfolio investment under the condition that securities returns are not independent of each other are seldom discussed. The application of VaR and CVAR in investment portfolio is studied by using historical simulation method, Monte Carlo simulation method and optimization method. Research shows that VaR, as a widely adopted advanced risk assessment method, introduces China's securities portfolio risk assessment will play an important role in promoting the development of China's securities market. It also proves that it not only allows us to fully understand the risk status of the portfolio, but also helps us to better manage risk and improve the risk-return characteristics of the portfolio.
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