Evaluation of interest rate-linked DLSs

IF 0.5 Q4 STATISTICS & PROBABILITY Communications for Statistical Applications and Methods Pub Date : 2022-01-31 DOI:10.29220/csam.2022.29.1.765
Man-Kyun Kim, Seongjoo Song
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Abstract

Derivative-linked securities (DLS) is a type of derivatives that o ff er an agreed return when the underlying asset price moves within a specified range by the maturity date. The underlying assets of DLS are diverse such as interest rates, exchange rates, crude oil, or gold. A German 10-year bond rate-linked DLS and a USD-GBP CMS rate-linked DLS have recently become a social issue in Korea due to a huge loss to investors. In this regard, this paper accounts for the payo ff structure of these products and evaluates their prices and fair coupon rates as well as risk measures such as Value-at-Risk (VaR) and Tail-Value-at-Risk (TVaR). We would like to examine how risky these products were and whether or not their coupon rates were appropriate. We use Hull-White Model as the stochastic model for the underlying assets and Monte Carlo (MC) methods to obtain numerical results. The no-arbitrage prices of the German 10-year bond rate-linked DLS and the USD-GBP CMS rate-linked DLS at the center of the social issue turned out to be 0.9662% and 0.9355% of the original investment, respectively. Considering that Korea government bond rate for 2018 is about 2%, these values are quite low. The fair coupon rates that make the prices of DLS equal to the original investment are computed as 4.76% for the German 10-year bond rate-linked DLS and 7% for the USD-GBP CMS rate-linked DLS. Their actual coupon rates were 1.4% and 3.5%. The 95% VaR and TVaR of the loss for German 10-year bond rate-linked DLS are 37.30% and 64.45%, and those of the loss for USD-GBP CMS rate-linked DLS are 73.98% and 87.43% of the initial investment. Summing up the numerical results obtained, we could see that the DLS products of our interest were indeed quite unfavorable to individual investors.
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衍生工具挂钩证券(DLS)是一种衍生工具,当到期日标的资产价格在特定范围内波动时,它会提供约定的回报。DLS的基础资产多种多样,如利率、汇率、原油或黄金。由于投资者遭受巨大损失,德国10年期债券利率挂钩DLS和美元-GBP CMS利率挂钩DLS最近在韩国成为一个社会问题。在这方面,本文解释了这些产品的支付结构,并评估了它们的价格和公平票面利率,以及风险价值(VaR)和尾风险价值(TVaR)等风险指标。我们想检查一下这些产品的风险有多大,以及它们的票面利率是否合适。我们使用Hull-White模型作为基础资产的随机模型,并使用蒙特卡罗(MC)方法来获得数值结果。处于社会问题中心的德国10年期债券利率挂钩DLS和美元-GBP CMS利率挂钩DLS的无套利价格分别为原始投资的0.9662%和0.9355%。考虑到2018年韩国政府债券利率约为2%,这些数值相当低。使DLS价格等于原始投资的公平票面利率计算为德国10年期债券利率挂钩DLS的4.76%,以及美元-GBP CMS利率挂钩的DLS的7%。它们的实际票面利率分别为1.4%和3.5%。德国10年期债券利率挂钩DLS的95%VaR和TVaR损失分别为37.30%和64.45%,美元-英国国债CMS利率挂钩DLS的损失分别为初始投资的73.98%和87.43%。总结所得的数字结果,我们可以看到,我们感兴趣的DLS产品确实对个人投资者非常不利。
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来源期刊
CiteScore
0.90
自引率
0.00%
发文量
49
期刊介绍: Communications for Statistical Applications and Methods (Commun. Stat. Appl. Methods, CSAM) is an official journal of the Korean Statistical Society and Korean International Statistical Society. It is an international and Open Access journal dedicated to publishing peer-reviewed, high quality and innovative statistical research. CSAM publishes articles on applied and methodological research in the areas of statistics and probability. It features rapid publication and broad coverage of statistical applications and methods. It welcomes papers on novel applications of statistical methodology in the areas including medicine (pharmaceutical, biotechnology, medical device), business, management, economics, ecology, education, computing, engineering, operational research, biology, sociology and earth science, but papers from other areas are also considered.
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