利用 IDX 十大交易股票的 Var 和 Cvar 测量投资组合的风险

N. Suhaimi, Volodymyr Rusyn
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引用次数: 0

摘要

证券投资反映了对资金或资源分配的承诺,被视为管理资产以实现未来利润的战略步骤。本研究首先对印度尼西亚证券交易所(IDX)十只最佳股票组成的投资组合进行了仔细分析。通过对股票数据的深入处理和分析,揭示了每项投资承诺所涉及的业绩、风险和波动动态。90%、95% 和 99% 置信度下的风险价值 (VaR) 和条件风险价值 (CVaR) 方法占据了中心位置,突出显示了随着置信度的提高,损失增加的可能性。深入分析表明,考虑到分布中的极端风险,CVaR 比 VaR 提供了更全面的信息。VaR (99%) 值为 84,973,959,424 印度卢比,CVaR (99%) 值为 471,795,822,064 印度卢比,这项研究提供了最高置信度下潜在风险的具体情况。这些结果证实,CVaR 在识别和衡量更重大损失的可能性方面发挥着至关重要的作用,尤其是在面对意想不到的市场不确定性时。作为投资决策者的指南,这项研究为仔细考虑不同置信度下的风险水平和潜在回报提供了重要依据。这有助于制定更明智、更知情的投资战略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Risk Measurement of Investment Portfolio Using Var and Cvar from The Top 10 Traded Stocks on the IDX
Portfolio investment reflects a commitment to the allocation of funds or resources which is considered a strategic step in managing assets to achieve future profits. This research begins with a careful analysis of a portfolio consisting of the ten best stocks on the Indonesia Stock Exchange (IDX). Through in-depth processing and analysis of stock data, the dynamics of performance, risk and volatility involved in each investment commitment are revealed. The Value-at-Risk (VaR) and Conditional Value-at-Risk (CVaR) methods at the 90%, 95%, and 99% confidence levels take centre stage, highlighting the potential for increased losses as confidence levels increase. In-depth analysis illustrates that CVaR, considering the extreme risks in the distribution, provides a more holistic picture than VaR. With a VaR (99%) value of IDR 84,973,959,424 and CVaR (99%) of IDR 471,795,822,064, this research provides a concrete picture of potential risks at the highest level of confidence. These results confirm that CVaR has a crucial role in identifying and measuring the potential for more significant losses, especially in the face of unexpected market uncertainty. As a guide for investment decision makers, this research forms an important basis for carefully considering the level of risk and potential return at various levels of confidence. This allows the development of smarter and more informed investment strategies.
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