Long-Term Association in Time Series and Simultaneous Equation Modelling: A Case Study
DOI:
https://doi.org/10.53739/samvad/2019/v17/145229Keywords:
Call, Futures, Put, TSLS, VolatilityAbstract
Simultaneity (Endogeneity) is a normal phenomenon observed in financial data. Modelling of more than one endogenous variable in a single equation using OLS (Optimum Lead Square) is faulty due to the violation of the assumptions of OLS estimator. Therefore, systems of equation (Simultaneous equation modelling) is used instead to OLS. Two stage least square (TSLS) or Generalized method of moments (GMM) is used to estimate systems of equation. This case study highlights the usage of TSLS to estimate systems of equations.
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Brock, W. A., Hommes, C. H., & Wagener, F. O. O. (2009). More hedging instruments may destabilize markets. Journal of Economic Dynamics and Control, 33(11), 1912-1928.
Fattouh, B., Kilian, L., & Mahadeva, L. (2013). The role of speculation in oil markets: What have we learned so far? The Energy Journal, 7-33.
Neely, C. J., Weller, P. A., & Ulrich, J. M. (2009). The adaptive markets hypothesis: evidence from the foreign exchange market. Journal of Financial and Quantitative Analysis, 44(2), 467-488.
Rastogi, S., & Athaley, C. (2019). Volatility Integration in Spot, Futures and Options Markets: A Regulatory Perspective. Journal of Risk and Financial Management, 12(2), 1-16
Shenbagaraman, P. (2003). Do futures and options trading increase stock market volatility? NSE Research Initiative paper, 71.
Weaver, R. D., & Banerjee, A. (1990). Does futures trading destabilize cash prices? Evidence for US live beef cattle. The Journal of Futures Markets (1986-1998), 10(1), 41.