Black和Scholes定价模型在印度期权市场的性能检验

Sonal Sharma
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引用次数: 0

摘要

自2001年推出以来,期权市场在印度一直以惊人的速度增长。交易者用来为期权合约定价的最基本和最流行的模型之一是布莱克和斯科尔斯期权定价模型。除了印度之外,世界各地的许多作者都对该模型的实证表现进行了检验。这些研究的结果显示了模型中相互矛盾的偏差。本研究旨在缩小文献中的这一差距,并旨在通过使用NIFTY指数期权合约的时间序列数据来检验BS模型的性能。在实施BS模型时,通过随机漫步模型和历史平均模型来衡量基础NIFTY指数的波动率。发现的许多结果与以前文献中发现的系统性偏差相矛盾。这些结果对于交易者在评估期权合约和在印度市场创造投资组合多样化时至关重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Testing the Performance of Black and Scholes Pricing Model in the Indian Options Market
Since its introduction in 2001, option markets have been growing at a phenomenal rate in India. One of the most basic and popular model used by traders to price an option contract is the Black and Scholes (BS) option pricing model. The model has been tested for its empirical performance by numerous authors throughout the world except India. The results in these studies have shown contradictory biases in the model. The present study is a step towards reducing this gap in the literature, and aims to test the BS model’s performance by employing time series data on NIFTY Index option contracts. In implementing the BS model, volatility of the underlying NIFTY Index is measured through the Random Walk model and the Historical Mean model. Many of the results found are contradictory to the systematic biases found in previous literature. These results are crucial for the traders while valuing the option contracts and creating portfolio diversification in the Indian markets.
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