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The IUP Journal of Financial Risk Management
Information, Price Discovery and Causality in the Indian Stock Index Futures Market
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This study examines the price discovery process and lead-lag relationship between NSE S&P CNX Nifty stock index futures and its underlying spot index, using daily data from January 1, 2004 to December 31, 2008. It investigates the long-term and short-term dynamics of prices between spot and futures market, using Johansen-Juselius cointegration test, Vector Error Correction Model (VECM), impulse response functions, and variance decomposition. In addition to it, the recently developed Granger non-causality tests of Toda and Yamamoto (1995) and Dolado and Lütkepohl (1996) have also been applied to examine the causal relationship between spot and futures markets. The obtained results support the existence of a long-run relationship between spot and futures prices. Further, VECM indicates short-run unidirectional causality from futures to spot market. In addition, the study finds unidirectional Granger causality from futures market to spot market through Toda-Yamamoto-Dolado-Lütkepohl (TYDL) causality test. The shape of the impulse response graphs shows that spot market has a larger response to shocks in the futures index than the futures responses to spot innovations. The results of variance decomposition indicate that the futures market shocks dominate over spot market in explaining the variation in spot market. However, disturbance originating from spot market contributes very less percentage variability to futures market. To conclude, futures price leads spot price and performs the price discovery function. The obtained results have important implications for traders, regulatory bodies and practitioners.

 
 
 

The role of futures markets in providing an efficient price discovery mechanism has been an area of extensive empirical research. The existence of price discovery and market efficiency is the centerpiece of market microstructure design and of utmost importance for the practitioners, regulators and academicians. Price discovery refers to the process through which financial markets converge and reach the efficient equilibrium price. The essence of the price discovery function of futures market hinges on whether new information is reflected first in changed futures price or in changed spot price. In a perfectly efficient and frictionless market, futures price should move concurrently with the underlying spot price without any lead or lag in price movements across markets. Futures price should be an unbiased estimator of the future spot price at the expiration date. However, due to market friction such as transaction cost or market microstructure effects, futures market processes information faster than the spot market. Futures price leads spot price, indicating that the futures market performs the price discovery function. It illustrates how rapidly one market incorporates information relative to the other, and also indicates the efficiency of their functioning as well as the degree of integration between the two markets.

The study of dynamic price relationship between equity spot and futures is useful for the traders, regulatory bodies, practitioners, and academicians for several reasons, such as price discovery, hedging and arbitrage opportunities. Since the most notable objectives of security market design are optimal price discovery and market efficiency, it is essential to determine the nature and location of price discovery. The implementation of arbitrage trading strategies must take into account the lead-lag relationship between cash and futures markets. It provides valuable information to the traders regarding the prospective direction of price movement in the cash market, which in turn directs the trader's future actions. Mispricing of futures provides especially short-run riskless profit-making opportunity to the arbitrageurs. Therefore, their actions will result in correcting the magnitude of basis. But if mispricing is governed by factors other than market risk, it may spoil the market sentiment and will contribute to information asymmetry. This in turn may damage the trader's confidence. Efficient price discovery in the futures market has critical implications, especially for the hedgers who want to reduce the risk element contained in the cash market portfolio by taking reverse positions in the futures market. Since, both markets are related to each other through the cost-of-carry phenomenon, movement of basis may play a critical role.

 
 
 

Financial Risk Management Journal, Vector Error Correction Model, VECM, Toda-Yamamoto-Dolado-Lütkepohl, TYDL, Microstructure Effects, Cost-of-Carry, COC, All Ordinaries Index, AOI, Share Price Index, National Stock Exchange, NSE, Augmented Dickey-Fuller, ADF, Impulse Response Function, IRF, Equilibrium Relationship.