A Study of Black–Scholes Model’s Applicability in Indian Capital Markets

A. Srivastava, Manjula Shastri
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引用次数: 2

Abstract

Abstract Derivative trading, started in mid-2000, has become an integral and significant part of Indian stock market. The tremendous increase in trading volume in Indian stock market has reflected into high volatility in the option prices. The pricing of options is very complex aspect of applied finance and has been subject of extensive research. Black–Scholes option model is a scientific pricing model which is applied for determining the fair price for option contracts. This article examines if Black–Scholes option pricing model (BSOPM) is a good indicator of option pricing in Indian context. The literature review highlights that various studies have been conducted on BSOPM in various stock exchange across the world with mixed outcome on its relevance and applicability. This article is an empirical study to test the relevance of BSOPM for which 10 most popular industry’s stock listed on National Stock Exchange have been taken. Then the BSOPM has been applied using volatility and risk-free rate. Furthermore, t-test has been used to test the hypothesis and determine the significant relationship between BS model values and actual model values. This study concludes that BSOPM involves significant degree of mispricing. Hence, this model alone cannot be adopted as an indicator for option pricing. The variation from market price is synchronised with respect to moneyness and time to maturity of the option.
Black-Scholes模型在印度资本市场的适用性研究
衍生品交易始于2000年中期,已成为印度股票市场不可分割的重要组成部分。印度股市交易量的巨大增长反映在期权价格的高波动性上。期权定价是应用金融学中非常复杂的一个方面,一直是人们广泛研究的课题。Black-Scholes期权模型是一种用于确定期权合约公平价格的科学定价模型。本文考察了布莱克-斯科尔斯期权定价模型(Black-Scholes option pricing model, BSOPM)是否能很好地反映印度的期权定价情况。文献综述强调,世界各地的证券交易所对BSOPM进行了各种研究,其相关性和适用性的结果好坏参半。本文选取全国证券交易所上市的10只最受欢迎的行业股票为样本,进行实证研究,以检验BSOPM的相关性。然后利用波动率和无风险利率对BSOPM进行了应用。此外,采用t检验对假设进行检验,确定BS模型值与实际模型值之间存在显著性关系。本研究的结论是,BSOPM存在显著程度的错误定价。因此,该模型不能单独作为期权定价的指标。市场价格的变化与期权的货币量和到期日同步。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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