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首页> 外文期刊>Frontiers in Applied Mathematics and Statistics >The Amnesiac Lookback Option: Selectively Monitored Lookback Options and Cryptocurrencies
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The Amnesiac Lookback Option: Selectively Monitored Lookback Options and Cryptocurrencies

机译:失忆回溯选项:选择性监视的回溯选项和加密货币

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This study proposes a strategy to make the lookback option cheaper and more practical, and suggests the use of its properties to reduce risk exposure in cryptocurrency markets through blockchain enforced smart contracts and correct for informational inefficiencies surrounding prices and volatility. This paper generalizes partial, discretely-monitored lookback options that dilute premiums by selecting a subset of specified periods to determine payoff, which we call amnesiac lookback options. Prior literature on discretely-monitored lookback options considers the number of periods and assumes equidistant lookback periods in pricing partial lookback options. This study by contrast considers random sampling of lookback periods and compares resulting payoff of the call, put and spread options under floating and fixed strikes. Amnesiac lookbacks were priced with Monte Carlo simulations of Gaussian random walks under equidistant and random periods. Results were compared to analytic and binomial pricing models for the same derivatives. Simulations show diminishing marginal increases to the fair price as the number of selected periods is increased. The returns correspond to a Hill curve whose parameters are set by interest rate and volatility. We demonstrate over-pricing under equidistant monitoring assumptions with error increasing as the lookback periods decrease. An example of a direct implication for event trading is when shock is forecasted but its timing uncertain, equidistant sampling produces a lower error on the true maximum than random choice. We conclude that the instrument provides an ideal space for investors to balance their risk, and as a prime candidate to hedge extreme volatility. We discuss the application of the amnesiac lookback option and path-dependent options to cryptocurrencies and blockchain commodities in the context of smart contracts.
机译:这项研究提出了一种使回溯期权更便宜,更实用的策略,并建议利用其属性通过区块链强制执行的智能合约减少加密货币市场中的风险敞口,并纠正围绕价格和波动性的信息效率低下的问题。本文通过选择指定时期的子集来确定收益来概括部分地,离散监控的回溯期权来稀释保费,我们称其为健忘回溯期权。有关离散监视回溯选项的现有文献考虑了周期数,并在对部分回溯选项进行定价时假设了等距回溯期。相比之下,本研究考虑了回溯期的随机抽样,并比较了浮动和固定执行价格下看涨期权,看跌期权和价差期权的最终收益。记忆消除回溯的定价是在等距和随机周期内对高斯随机游动进行的蒙特卡洛模拟。将结果与相同衍生产品的分析和二项式定价模型进行比较。模拟表明,随着所选期间数的增加,对公平价格的边际增加逐渐减少。回报对应于希尔曲线,希尔曲线的参数由利率和波动率设置。我们证明了在等距监视假设下的定价过高,误差随着回溯期的减少而增加。对事件交易有直接影响的一个例子是,当预测了震荡但其时间不确定,等距采样时,其真实最大值的误差要小于随机选择的误差。我们得出的结论是,该工具为投资者平衡风险提供了理想的空间,并且是对冲极端波动的主要候选者。我们讨论了智能合约环境下的健忘回溯选项和路径相关选项在加密货币和区块链商品中的应用。

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