Relationship Between Implied and Realized Volatility of S&P CNX Index in India

Abstract:     
Measures of volatility implied in option prices are widely believed to be the best available volatility forecasts. According to the efficient market hypothesis, since implied volatilities are calculated based upon today’s pricing information, they contain the best information about the market. Therefore, implied volatilities are considered as the best representation of market expectations. Recently, Christensen and Prabhala (1998) found that implied volatility in “at-the-money” one month OEX call options on S&P 100 index is an unbiased and efficient forecast of ex-post realized index volatility after the 1987 stock market crash. In this paper, we examine the information content of call and put options on the S&P CNX Nifty index. We examine one month at-the-money call option from 4-June-2001 to 28-oct-2004. We find that implied volatility contains more information than past realized volatility. In other words the predictability of implied volatility is more than that of past realized volatility. In fact, implied volatility remains significant even in the multiple regressions where historical volatility is included. Thus, we find that it is an efficient albeit slightly biased estimator of realized return volatility.

Number of Pages in PDF File: 21

Keywords: Implied Volatility, Realized Volatility, Two Stage Least Square

JEL Classification: C22, C53, G10

Accepted Paper Series