{"title":"基于标准普尔500隐含波动率与实际波动率关系的期权交易策略分析","authors":"Alexander Brunhuemer, G. Larcher, Lukas Larcher","doi":"10.35944/jofrp.2021.10.1.010","DOIUrl":null,"url":null,"abstract":"In this paper, we examine the performance of certain short option trading strategies on the S&P500 with backtesting based on historical option price data. Some of these strategies show significant outperformance in relation to the S&P500 index. We seek to explain this outperformance by modeling the negative correlation between the S&P500 and its implied volatility (given by the VIX) and through Monte Carlo simulation. We also provide free testing software and give an introduction to its use for readers interested in running further backtests on their own.","PeriodicalId":37351,"journal":{"name":"ACRN Journal of Finance and Risk Perspectives","volume":"26 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Analysis of Option Trading Strategies Based on the Relation of Implied and Realized S&P500 Volatilities\",\"authors\":\"Alexander Brunhuemer, G. Larcher, Lukas Larcher\",\"doi\":\"10.35944/jofrp.2021.10.1.010\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, we examine the performance of certain short option trading strategies on the S&P500 with backtesting based on historical option price data. Some of these strategies show significant outperformance in relation to the S&P500 index. We seek to explain this outperformance by modeling the negative correlation between the S&P500 and its implied volatility (given by the VIX) and through Monte Carlo simulation. We also provide free testing software and give an introduction to its use for readers interested in running further backtests on their own.\",\"PeriodicalId\":37351,\"journal\":{\"name\":\"ACRN Journal of Finance and Risk Perspectives\",\"volume\":\"26 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"ACRN Journal of Finance and Risk Perspectives\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.35944/jofrp.2021.10.1.010\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"Decision Sciences\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACRN Journal of Finance and Risk Perspectives","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.35944/jofrp.2021.10.1.010","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Decision Sciences","Score":null,"Total":0}
Analysis of Option Trading Strategies Based on the Relation of Implied and Realized S&P500 Volatilities
In this paper, we examine the performance of certain short option trading strategies on the S&P500 with backtesting based on historical option price data. Some of these strategies show significant outperformance in relation to the S&P500 index. We seek to explain this outperformance by modeling the negative correlation between the S&P500 and its implied volatility (given by the VIX) and through Monte Carlo simulation. We also provide free testing software and give an introduction to its use for readers interested in running further backtests on their own.
期刊介绍:
This journal is special because it aims to provide an outlet for inter-disciplinary and more in-depth research papers with various methodological approaches from the broad fields of Finance, Risk and Accounting. The target group of this journal are academics who want to get a better understanding of the interconnectedness of their fields by acknowledging the methods and theories used in closely related areas. The JOFRP thus aims to overcome the self-imposed paradigmatic boundaries and reflexive isomorphisms of the individual, typically rather narrow fields and invites new and combined perspectives from the fields of Finance, Risk and Accounting. Despite its methodological, topical and disciplinary openness - it does so with a strong focus on academic rigour and robustness. Articles can vary in size and approaches but all articles will be strictly double-blind peer reviewed and authors are frequently invited to discuss the ramifications of their articles in the global FRAP and SSFII conferences.