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Volatility Surface Calibration to Illiquid Options 非流动性期权的波动率表面校准
Pub Date : 2019-02-28 DOI: 10.3905/jod.2019.26.3.087
László Nagy, M. Ormos
This article shows the fragility of the widely-used Stochastic Volatility Inspired (SVI) methodology in option pricing. The results highlight the sensitivity of SVI to the fitting penalty function. The authors compare different weight functions and propose to use the implied vega weights. They then unveil the relationship between vega weights and the minimization task of observed and fitted price differences, and show that implied vega weights can stabilize the SVI fit to illiquid options.
本文展示了期权定价中广泛使用的随机波动率启发(SVI)方法的脆弱性。结果表明了SVI对拟合惩罚函数的敏感性。作者比较了不同的权重函数,并建议使用隐含的维加权重。然后,他们揭示了维加权重和最小化观察和拟合价格差异任务之间的关系,并表明隐含维加权重可以稳定SVI对非流动性期权的拟合。
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引用次数: 1
A General Accurate Approximation for Pricing and Hedging Basket Options with Exact Moment Matching 具有精确时刻匹配的一篮子期权定价和套期保值的一般精确逼近
Pub Date : 2019-02-08 DOI: 10.3905/jod.2019.1.072
Feifan Wu, Xundi Diao, Chongfeng Wu
This article provides a new methodology for pricing and hedging basket options. The authors approximate the basket by using the shifted log-normal distribution with the polynomial expansion, which can match exactly any required m moments of the basket, to give quasi-analytical formulas for the prices and hedging parameters of basket options. Numerical simulations show that the methodology provides superior results for basket option prices and hedging parameters. This methodology works well not only for regular baskets but also for negative-weight baskets and negative-value baskets. Compared with the best available methods, the authors’ methodology appears to perform better.
本文为一篮子期权的定价和套期保值提供了一种新的方法。作者利用移位对数正态分布和多项式展开来近似篮子,该多项式展开可以精确地匹配篮子的任何所需的m矩,从而给出篮子期权价格和套期保值参数的准分析公式。数值模拟表明,该方法对一篮子期权价格和套期保值参数提供了优越的结果。这种方法不仅适用于常规篮子,也适用于负重量篮子和负值篮子。与现有的最佳方法相比,作者的方法似乎表现得更好。
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引用次数: 2
Option Writing: Using VIX to Improve Returns 期权写作:使用波动率指数提高收益
Pub Date : 2018-11-30 DOI: 10.3905/jod.2018.26.2.038
B. Malkiel, Alex Rinaudo, Atanu Saha
Buy-write and put-write strategies have been shown to match market returns with lower volatility, resulting in higher risk-adjusted performance. The strategies benefit from the fact that the implied volatility of options is generally higher than actual realized volatility. In this article, we show that this premium is higher at elevated levels of implied volatility (as represented by the VIX index level). Based on this finding, we propose a simple conditional strategy in which one sells options at elevated levels of the VIX. Using data from 1990 through 2018, we find that this conditional strategy outperforms both the market and continuous option-selling strategies on an absolute and risk-adjusted basis.
买-写和卖-写策略已被证明与较低波动性的市场回报相匹配,从而导致更高的风险调整绩效。期权的隐含波动率通常高于实际实现波动率,这些策略从中受益。在本文中,我们表明在隐含波动率水平升高时(由VIX指数水平表示),该溢价更高。基于这一发现,我们提出了一个简单的条件策略,即在波动率指数的高位卖出期权。使用1990年至2018年的数据,我们发现在绝对和风险调整的基础上,这种条件策略优于市场和连续期权卖出策略。
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引用次数: 6
Computing Risk Measures of Life Insurance Policies through the Cox–Ross–Rubinstein Model 基于Cox-Ross-Rubinstein模型的寿险保单风险度量计算
Pub Date : 2018-11-30 DOI: 10.3905/jod.2018.26.2.086
M. Costabile
The problem of computing risk measures of life insurance policies is complicated by the fact that two different probability measures, the real-world probability measure along the risk horizon and the risk-neutral one along the remaining time interval, have to be used. This implies that a straightforward application of the Monte Carlo method is not available and the need arises to resort to time consuming nested simulations or to the least squares Monte Carlo approach. We propose to compute common risk measures by using the celebrated binomial model of Cox, Ross, and Rubinstein (1979) (CRR). The main advantage of this approach is that the usual construction of the CRR model is not influenced by the change of measure and a unique lattice can be used along the whole policy duration. Numerical results highlight that the proposed algorithm computes highly accurate values.
寿险保单风险度量的计算问题由于必须使用两种不同的概率度量,即沿风险范围的真实概率度量和沿剩余时间区间的风险中性概率度量而变得复杂。这意味着蒙特卡罗方法的直接应用是不可用的,需要求助于耗时的嵌套模拟或最小二乘蒙特卡罗方法。我们建议使用Cox, Ross, and Rubinstein (1979) (CRR)的著名二项式模型来计算常见的风险度量。该方法的主要优点是CRR模型的通常构造不受度量变化的影响,并且可以在整个策略持续时间内使用唯一的格。数值结果表明,该算法计算精度高。
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引用次数: 1
Curve-Fitting Method for Implied Volatility 隐含波动率的曲线拟合方法
Pub Date : 2018-11-30 DOI: 10.3905/jod.2018.26.2.019
D. Wu, Tianxiang Liu
Curve-fitting methods are widely used in derivatives markets for construction of the implied volatility surface (IVS). Here we discuss the goodness of fit, smoothness, and economic implications of 12 distinctive curve-fitting methods. The choice of method relies on specific requirements. When fitting the Chicago Board Options Exchange data, three interpolation methods were found to provide the best goodness, whereas quadratic regression, the Nadaraya–Watson kernel regression, and the theoretical Carr–Wu model generate the smoothest surfaces. Because of the irregular nature of the emerging options market data, we propose a transformation method to improve three statistical methods to satisfy the Lee’s condition. Empirically, quadratic regression provides the best goodness when fitting the China 50ETF options data. In addition, the Carr–Wu model is a very good alternative because it natively satisfies the Lee’s condition and has economic implications.
曲线拟合方法在衍生品市场中被广泛用于构建隐含波动率曲面(IVS)。在这里,我们讨论了12种不同曲线拟合方法的拟合优度、平滑度和经济意义。方法的选择取决于具体的要求。在拟合芝加哥期权交易所的数据时,发现三种插值方法提供了最好的优度,而二次回归、Nadaraya–Watson核回归和理论上的Carr–Wu模型生成了最光滑的曲面。由于新兴期权市场数据的不规则性,我们提出了一种转换方法来改进三种统计方法,以满足Lee条件。经验上,二次回归在拟合中国50ETF期权数据时提供了最好的优度。此外,卡尔-吴模式是一个很好的选择,因为它本身就满足了李的条件,并具有经济意义。
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引用次数: 2
Sharp Analytical Lower Bounds for the Price of a Convertible Bond 可转换债券价格的尖锐分析下限
Pub Date : 2018-11-30 DOI: 10.3905/jod.2018.26.2.007
Amelie Hüttner, Jan-Frederik Mai
Analytical approximations for the price of a convertible bond within defaultable Markov diffusion models are derived in this article. Because convertible bond pricing requires time-consuming finite difference or tree pricing methods in general, such proxy formulas can help to calibrate model parameters more efficiently. The derivation is based on the idea of “Europeanizing” the American conversion option of the holder. Hence, the quality of the approximations stands and falls with the value of the early conversion premium. In practice, the latter is typically close to zero, which implies that the analytical lower bounds are incredibly sharp.
本文导出了可转换债券价格在可违约马尔可夫扩散模型中的解析近似。由于可转债定价通常需要耗费大量时间的有限差分或树形定价方法,这种代理公式有助于更有效地校准模型参数。这种派生是基于“欧化”持有者的美国转换选择权的思想。因此,近似的质量随早期转换溢价的价值而起伏。在实践中,后者通常接近于零,这意味着解析下界非常尖锐。
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引用次数: 0
Editor’s Letter 编辑的信
Pub Date : 2018-11-30 DOI: 10.3905/jod.2018.26.2.001
Joseph M. Pimbley
It is my honor to write to you now as the Editor of The Journal of Derivatives (see the September 10 press release at http://www. maxwell-consulting.com/jod_editor_announcement.pdf). I inherit this role for a journal that I consider a leading research source for practitioners and academics in the derivatives field. I am grateful for this opportunity. I succeeded the founder, Professor Stephen Figlewski, in this position. The excellence of JOD content is truly the excellence of Professor Stephen Figlewski. His wide-ranging expertise and in-depth reviews created a continuum of excellent issues over a span exceeding 25 years. The press release I link above and my website (maxwell-consulting. com) show my background. In brief, I have mixed heritage. My education is theoretical physics. My first career encompassed applied physics, mathematics, and electrical engineering with industrial research and academic employers. Lured to Citibank in the early 1990s to create derivative risk and pricing models, I learned and practiced quantitative finance, risk and portfolio management, derivative trading, executive roles, and financial investigations over the course of the subsequent quarter-century. My financial employers have been banks, a rating agency, bond insurers, an asset manager, and consulting firms. The “world of derivatives” is both huge and hugely impactful to the global economy. The content and concepts “we”—meaning “readers, authors, reviewers, production editors, Board members, and the publisher”—create have the potential to improve our world. This thought is a great entrée to state our published mission at http://jod .iijournals.com/journal-information:
作为《衍生品杂志》(参见9月10日的新闻稿http://www)的编辑,我很荣幸现在给你们写信。maxwell-consulting.com/jod_editor_announcement.pdf)。我为一本杂志继承了这一角色,我认为这本杂志是衍生品领域从业者和学者的主要研究来源。我很感激有这个机会。我接替了创始人斯蒂芬·菲格莱夫斯基教授的职位。JOD内容的卓越是Stephen Figlewski教授真正的卓越。他广泛的专业知识和深入的评论在超过25年的时间里创造了一系列优秀的问题。我上面的新闻稿链接和我的网站(maxwell咨询)。展示一下我的背景。简而言之,我是混血儿。我学的是理论物理。我的第一份职业包括应用物理、数学和电子工程,为工业研究和学术雇主服务。上世纪90年代初,我被吸引到花旗银行创建衍生品风险和定价模型,在随后的25年里,我学习并实践了量化金融、风险和投资组合管理、衍生品交易、高管角色和金融调查。我的金融雇主包括银行、评级机构、债券保险公司、资产管理公司和咨询公司。“衍生品世界”规模庞大,对全球经济影响巨大。“我们”所创造的内容和概念——即“读者、作者、审稿人、产品编辑、董事会成员和出版商”——有潜力改善我们的世界。这个想法很好地说明了我们在http://jod .iijournals.com/journal-information:上发表的使命
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引用次数: 0
Pricing the Deflation Protection Option in TIPS Using an HJM Model with Inflation- and Interest-Rate Jumps 基于通货膨胀和利率跳跃的HJM模型对TIPS中通货紧缩保护选项的定价
Pub Date : 2018-11-19 DOI: 10.3905/jod.2018.1.069
Ming-Che Chuang, Shih-Kuei Lin, Mi-Hsiu Chiang
Much known about Treasury inflation-protected securities (TIPS) is related to the hedge they offer against inflation, but little is known about their protection against deflation—in the form of a deflation protection option (DPO). In this article, a pricing framework that builds on a Heath–Jarrow–Morton forward-rate economy with codependent inflation- and interest-rate jumps is derived to value this embedded DPO. The model prices for TIPS resulting from this pricing framework are found to most closely fit the 10-year notes issued following the 2008 crisis. Considering these notes accounted for over 70% of the total TIPS-market trading activity, this result underscores the importance of properly assessing DPO value in times of deflationary fears compounded by rising real yields, negligence of which may well be liable for the post-crisis mispricing in TIPS.
人们对国债通胀保值证券(TIPS)的了解大多与它们提供的通胀对冲有关,但对它们以通缩保值期权(DPO)的形式提供的通缩保护却知之甚少。在本文中,建立在Heath-Jarrow-Morton前瞻性利率经济基础上的定价框架与相互依赖的通货膨胀和利率跳跃相关联,以评估这种嵌入的DPO。根据这一定价框架得出的TIPS模型价格与2008年危机后发行的10年期国债最为吻合。考虑到这些票据占TIPS市场总交易活动的70%以上,这一结果强调了在通货紧缩恐慌和实际收益率上升的情况下,正确评估DPO价值的重要性,忽视这一点很可能会导致危机后TIPS的错误定价。
{"title":"Pricing the Deflation Protection Option in TIPS Using an HJM Model with Inflation- and Interest-Rate Jumps","authors":"Ming-Che Chuang, Shih-Kuei Lin, Mi-Hsiu Chiang","doi":"10.3905/jod.2018.1.069","DOIUrl":"https://doi.org/10.3905/jod.2018.1.069","url":null,"abstract":"Much known about Treasury inflation-protected securities (TIPS) is related to the hedge they offer against inflation, but little is known about their protection against deflation—in the form of a deflation protection option (DPO). In this article, a pricing framework that builds on a Heath–Jarrow–Morton forward-rate economy with codependent inflation- and interest-rate jumps is derived to value this embedded DPO. The model prices for TIPS resulting from this pricing framework are found to most closely fit the 10-year notes issued following the 2008 crisis. Considering these notes accounted for over 70% of the total TIPS-market trading activity, this result underscores the importance of properly assessing DPO value in times of deflationary fears compounded by rising real yields, negligence of which may well be liable for the post-crisis mispricing in TIPS.","PeriodicalId":34223,"journal":{"name":"Jurnal Derivat","volume":"26 1","pages":"50 - 69"},"PeriodicalIF":0.0,"publicationDate":"2018-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.3905/jod.2018.1.069","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47823072","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Asymmetric Dynamics between Informed Trading Activity and Credit Default Swaps 知情交易活动与信用违约掉期之间的不对称动态
Pub Date : 2018-11-19 DOI: 10.3905/jod.2018.1.070
Wen-Cheng Hu, A. Huang
This article investigates the relationship between informed trading activity and CDS spreads; contrary to prior research, the results show that level of information-based trading of stocks should be a key determinant of CDS spreads. Using the panel quantile regression model, this article finds that the effects of informed trading activity on CDS spreads are asymmetrical across firms with different levels of credit conditions. Further, these asymmetric dynamics behave in opposite directions across different economic conditions. In particular, when economic conditions are good, a negative (positive) relation between informed trading activity and CDS spreads is documented for firms with bad (good) credit conditions. When economic conditions are unfavorable, catastrophic news dominates investment decisions, and a reverse asymmetrical dynamic between the two variables is then observed.
本文研究了知情交易活动与CDS利差之间的关系;与先前的研究相反,研究结果表明,股票的信息化交易水平应该是CDS价差的关键决定因素。利用面板分位数回归模型,本文发现,在不同信用条件水平的企业中,知情交易活动对CDS利差的影响是不对称的。此外,这些不对称的动力在不同的经济条件下表现出相反的方向。特别是,当经济状况良好时,对于信用状况不佳(良好)的公司,知情交易活动和CDS利差之间存在负(正)关系。当经济状况不利时,灾难性消息主导投资决策,然后观察到两个变量之间的反向不对称动态。
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引用次数: 0
Exact Replication of the Best Rebalancing Rule in Hindsight 后见之明的最佳再平衡规则的精确复制
Pub Date : 2018-10-04 DOI: 10.3905/jod.2019.26.4.035
Alex Garivaltis
This article prices and replicates the financial derivative whose payoff at T is the wealth that would have accrued to a $1 deposit into the best continuously-rebalanced portfolio (or fixed-fraction betting scheme) determined in hindsight. For the single-stock Black–Scholes market, Ordentlich and Cover (1998) only priced this derivative at time-0, giving . Of course, the general time-t price is not equal to . The author completes the Ordentlich–Cover (1998) analysis by deriving the price at any time t. By contrast, the author also studies the more natural case of the best-levered rebalancing rule in hindsight. This yields , where b(S, t) is the best rebalancing rule in hindsight over the observed history [0, t]. The author shows that the replicating strategy amounts to betting the fraction b(S, t) of wealth on the stock over the interval [t, t + dt]. This fact holds for the general market with n correlated stocks in geometric Brownian motion: C(S, t) = (T/t)n/2 exp(rt + b′Σb·t/2), where Σ is the covariance of instantaneous returns per unit time. This result matches the O(Tn/2) “cost of universality” derived by Cover in his “universal portfolio theory” (1986, 1991, 1996, 1998), which super-replicates the same derivative in discrete-time. The replicating strategy compounds its money at the same asymptotic rate as the best-levered rebalancing rule in hindsight, thereby beating the market asymptotically. Naturally enough, the American-style version of Cover’s Derivative is never exercised early in equilibrium. TOPICS: Derivatives, portfolio construction, performance measurement, statistical methods
这篇文章对金融衍生品进行了定价和复制,其在T时的回报是将1美元存款累积到事后确定的最佳持续再平衡投资组合(或固定分数博彩计划)中的财富。对于Black-Scholes市场的单一股票,Ordentlich和Cover(1998)仅将该衍生品定价为时间0,给出。当然,一般的时间价格并不等于。作者通过推导任何时间t的价格来完成Ordentlich–Cover(1998)分析。相比之下,作者还研究了事后最佳杠杆再平衡规则的更自然的情况。这就产生了,其中b(S,t)是观察到的历史[0,t]中事后来看的最佳再平衡规则。作者表明,复制策略相当于在区间[t,t+dt]内将财富的分数b(S,t)押在股票上。这一事实适用于具有n只几何布朗运动相关股票的一般市场:C(S,t)=(t/t)n/2 exp(rt+b′∑b·t/2),其中∑是单位时间瞬时收益的协方差。这一结果与Cover在其“普遍投资组合理论”(1986、1991、1996、1998)中推导的O(Tn/2)“普遍性成本”相匹配,该理论在离散时间内超级复制了相同的导数。复制策略以与事后看来的最佳杠杆再平衡规则相同的渐进速度使其资金复合,从而渐进地击败市场。很自然,美国式的Cover’s Derivative从未在均衡的早期运用过。主题:衍生品、投资组合构建、绩效衡量、统计方法
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引用次数: 9
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