Order Imbalance and the Dynamics of Index and Futures Prices
This study uses transaction records of index futures and the index stocks, with bid/ask price quotes, to examine the impact of stock market order imbalance on the dynamic behavior of index futures and cash index prices. Spurious correlation in the index is purged by using an estimate of the "true" index with highly synchronous and active quotes of individual stocks. A smooth transition autoregressive errorcorrection model (STAECM) is used to describe the nonlinear dynamics of the index and futures prices. Order imbalance in the cash stock market is found to significantly affect the error-correction dynamics of index and futures prices. Order imbalance impedes error-correction particularly when the market impact of order imbalance works against the error-correction force of the cash index, explaining why real potential arbitrage opportunity may persist over some time. Incorporating order imbalance in the framework significantly improves its explanatory power. The findings indicate that a stock market microstructure that allows a quick resolution of order imbalance promotes dynamic arbitrage efficiency between futures and the underlying stocks.
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- Stoll, Hans R. & Whaley, Robert E., 1990. "The Dynamics of Stock Index and Stock Index Futures Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 25(04), pages 441-468, December.
- Engle, Robert & Granger, Clive, 2015.
"Co-integration and error correction: Representation, estimation, and testing,"
Publishing House "SINERGIA PRESS", vol. 39(3), pages 106-135.
- Engle, Robert F & Granger, Clive W J, 1987. "Co-integration and Error Correction: Representation, Estimation, and Testing," Econometrica, Econometric Society, vol. 55(2), pages 251-276, March.
- Shleifer, Andrei & Vishny, Robert W, 1997.
" The Limits of Arbitrage,"
Journal of Finance,
American Finance Association, vol. 52(1), pages 35-55, March.
- Andrei Shleifer & Robert W. Vishny, 1995. "The Limits of Arbitrage," NBER Working Papers 5167, National Bureau of Economic Research, Inc.
- Andrei Shleifer ad Robert W. Vishny, 1995. "The Limits of Arbitrage," Harvard Institute of Economic Research Working Papers 1725, Harvard - Institute of Economic Research.
- Miller, Merton H & Muthuswamy, Jayaram & Whaley, Robert E, 1994. " Mean Reversion of Standard & Poor's 500 Index Basis Changes: Arbitrage-Induced or Statistical Illusion?," Journal of Finance, American Finance Association, vol. 49(2), pages 479-513, June.
- Chan, Kalok & Fong, Wai-Ming, 2000. "Trade size, order imbalance, and the volatility-volume relation," Journal of Financial Economics, Elsevier, vol. 57(2), pages 247-273, August.
- A. Craig MacKinlay, Krishna Ramaswamy, 1988. "Index-Futures Arbitrage and the Behavior of Stock Index Futures Prices," Review of Financial Studies, Society for Financial Studies, vol. 1(2), pages 137-158.
- Lease, Ronald C & Masulis, Ronald W & Page, John R, 1991. " An Investigation of Market Microstructure Impacts on Event Study Returns," Journal of Finance, American Finance Association, vol. 46(4), pages 1523-1536, September.
- Sanford J. Grossman, 1987.
"An Analysis of the Implications for Stock and Futures Price Volatility of Program Trading and Dynamic Hedging Strategies,"
NBER Working Papers
2357, National Bureau of Economic Research, Inc.
- Grossman, Sanford J, 1988. "An Analysis of the Implications for Stock and Futures Price Volatility of Program Trading and Dynamic Hedging Strategies," The Journal of Business, University of Chicago Press, vol. 61(3), pages 275-298, July.
- Chordia, Tarun & Roll, Richard & Subrahmanyam, Avanidhar, 2002.
"Order imbalance, liquidity, and market returns,"
Journal of Financial Economics,
Elsevier, vol. 65(1), pages 111-130, July.
- Chordia, Tarun & Roll, Richard & Subrahmanyam, Avanidhar, 2000. "Order Imbalance, Liquidity, and Market Returns," University of California at Los Angeles, Anderson Graduate School of Management qt7gh9t9w3, Anderson Graduate School of Management, UCLA.
- Gerald P. Dwyer & Peter Locke & Wei Yu, 1995.
"Index arbitrage and nonlinear dynamics between the S&P 500 futures and cash,"
FRB Atlanta Working Paper
95-17, Federal Reserve Bank of Atlanta.
- Dwyer, Gerald P, Jr & Locke, Peter R & Yu, Wei, 1996. "Index Arbitrage and Nonlinear Dynamics between the S&P 500 Futures and Cash," Review of Financial Studies, Society for Financial Studies, vol. 9(1), pages 301-332.
- Kleidon, Allan W, 1992. "Arbitrage, Nontrading, and Stale Prices: October 1987," The Journal of Business, University of Chicago Press, vol. 65(4), pages 483-507, October.
- Taylor, Nick & Dijk, Dick van & Franses, Philip Hans & Lucas, Andre, 2000.
"SETS, arbitrage activity, and stock price dynamics,"
Journal of Banking & Finance,
Elsevier, vol. 24(8), pages 1289-1306, August.
- Nick Taylor & Dick van Dijk & Philip Hans Franses & André Lucas, 1999. "SETS, Arbitrage Activity, and Stock Price Dynamics," Tinbergen Institute Discussion Papers 99-003/4, Tinbergen Institute.
- William J. Breen & Laurie Simon Hodrick & Robert A. Korajczyk, 2002. "Predicting Equity Liquidity," Management Science, INFORMS, vol. 48(4), pages 470-483, April.
- Lee, Charles M C & Ready, Mark J, 1991. " Inferring Trade Direction from Intraday Data," Journal of Finance, American Finance Association, vol. 46(2), pages 733-746, June.
- Joseph K. W. Fung & Li Jiang, 1999. "Restrictions on Short-Selling and Spot-Futures Dynamics," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 26(1-2), pages 227-248.
- Garbade, Kenneth D & Silber, William L, 1983. "Price Movements and Price Discovery in Futures and Cash Markets," The Review of Economics and Statistics, MIT Press, vol. 65(2), pages 289-297, May.
- Neal, Robert, 1996. "Direct Tests of Index Arbitrage Models," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 31(04), pages 541-562, December.
- Tse, Yiuman, 2001. "Index arbitrage with heterogeneous investors: A smooth transition error correction analysis," Journal of Banking & Finance, Elsevier, vol. 25(10), pages 1829-1855, October.
- Cornell, Bradford & French, Kenneth R, 1983. " Taxes and the Pricing of Stock Index Futures," Journal of Finance, American Finance Association, vol. 38(3), pages 675-694, June.
- David Easley & Maureen O'Hara & P.S. Srinivas, 1998. "Option Volume and Stock Prices: Evidence on Where Informed Traders Trade," Journal of Finance, American Finance Association, vol. 53(2), pages 431-465, 04.
- Kleidon, Allan W & Whaley, Robert E, 1992. " One Market? Stocks, Futures, and Options during October 1987," Journal of Finance, American Finance Association, vol. 47(3), pages 851-877, July.
- Locke, P R & Sayers, C L, 1993. "Intra-day Futures Price Volatility: Information Effects and Variance Persistence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 8(1), pages 15-30, Jan.-Marc.
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