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Движение цен на спотовых и фьючерсных рынках: Подтверждение индексами S&P CNX NIFTY // Price movements in futures and spot markets: Evidence from the S&P CNX Nifty Index

Author

Listed:
  • C. Kailash P.

    (National Institute of Labour Economic Research & Development (NILERD))

  • К. Прадхам Ч.

    (Национальный Научно-исследовательски Институт Экономики Труда)

Abstract

This paper is examined the price discovery and causality between spot and futures markets. Then, it forecasts spot prices using in NIFTY futures markets. Vector Error Correction Model (VECM), Impulse Response Function analysis and Variance Decomposition analysis are used to examine the price discovery process between spot and futures prices. This paper compares the forecast ability of futures prices on spot prices using Auto Regressive Integrated Moving Average (ARIMA) and VEC model. The results find that there exists a bi-directional causality between Nifty spot and futures markets and the spot markets disseminate new information stronger than futures prices. The forecast performance of VEC model is better than ARIMA model on post-sample periods. Because, VEC model incorporates the importance of taking into account the long-run relationship between the futures and the spot prices in forecasting future spot prices. В работе рассмотрены детерминация цен и причинно-следственные связи между спотовыми и фьючерсными рынками. На этой основе спрогнозированы спотовые цены, используемые на фьючерсных рынках NIFTY. С целью проверки процесса детерминации цен на спотовых и фьючерсных рынках использованы Vector Error Correction Model (VECM - Векторная модель коррекции ошибок), анализ Impulse Response Function (Импульсная переходная функция) и анализ Variance Decomposition (декомпозиция дисперсии). Проверена также прогностическая способность двух моделей Auto Regressive Integrated Moving Average (Интегрированная модель авторегрессии - скользящего среднего) и VECM для оценки связи в детерминации спотовых и фьючерсных цен. В результате автор отметил взаимную (прямую и обратную) связь между спотовыми и фьючерсными ценами на рынках NIFTY.

Suggested Citation

  • C. Kailash P. & К. Прадхам Ч., 2017. "Движение цен на спотовых и фьючерсных рынках: Подтверждение индексами S&P CNX NIFTY // Price movements in futures and spot markets: Evidence from the S&P CNX Nifty Index," Review of Business and Economics Studies // Review of Business and Economics Studies, Финансовый Университет // Financial University, vol. 5(1), pages 32-41.
    • Handle: RePEc:scn:00rbes:y:2017:i:1:p:32-41
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    References listed on IDEAS

    as
    1. Erik Theissen, 2012. "Price discovery in spot and futures markets: a reconsideration," The European Journal of Finance, Taylor & Francis Journals, vol. 18(10), pages 969-987, November.
    2. repec:adr:anecst:y:2000:i:60:p:07 is not listed on IDEAS
    3. Asim Ghosh, 1993. "Cointegration and error correction models: Intertemporal causality between index and futures prices," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 13(2), pages 193-198, April.
    4. Abhay H. Abhyankar, 1995. "Return and volatility dynamics in the FT‐SE 100 stock index and stock index futures markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 15(4), pages 457-488, June.
    5. Juan A. Lafuente, 2002. "Intraday return and volatility relationships between the Ibex 35 spot and futures markets," Spanish Economic Review, Springer;Spanish Economic Association, vol. 4(3), pages 201-220.
    6. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    7. Cheung, Yin-Wong & Lai, Kon S, 1993. "Finite-Sample Sizes of Johansen's Likelihood Ration Tests for Conintegration," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 55(3), pages 313-328, August.
    8. Gonzalo, Jesus, 1994. "Five alternative methods of estimating long-run equilibrium relationships," Journal of Econometrics, Elsevier, vol. 60(1-2), pages 203-233.
    9. Kawaller, Ira G & Koch, Paul D & Koch, Timothy W, 1987. "The Temporal Price Relationship between S&P 500 Futures and the S and P 500 Index," Journal of Finance, American Finance Association, vol. 42(5), pages 1309-1329, December.
    10. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    11. Chan, Kalok & Chan, K C & Karolyi, G Andrew, 1991. "Intraday Volatility in the Stock Index and Stock Index Futures Markets," Review of Financial Studies, Society for Financial Studies, vol. 4(4), pages 657-684.
    12. Manolis Kavussanos & Nikos Nomikos, 2003. "Price Discovery, Causality and Forecasting in the Freight Futures Market," Review of Derivatives Research, Springer, vol. 6(3), pages 203-230, October.
    13. Lee, Tae-Hwy & Tse, Yiuman, 1996. "Cointegration tests with conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 73(2), pages 401-410, August.
    14. Pascal Alphonse, 2000. "Efficient Price Discovery in Stock Index Cash and Futures Markets," Annals of Economics and Statistics, GENES, issue 60, pages 177-188.
    15. Mahmoud Wahab & Malek Lashgari, 1993. "Price dynamics and error correction in stock index and stock index futures markets: A cointegration approach," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 13(7), pages 711-742, October.
    16. Harris, Lawrence, 1989. " The October 1987 S&P 500 Stock-Futures Basis," Journal of Finance, American Finance Association, vol. 44(1), pages 77-99, March.
    17. Chan, Kalok, 1992. "A Further Analysis of the Lead-Lag Relationship between the Cash Market and Stock Index Futures Market," Review of Financial Studies, Society for Financial Studies, vol. 5(1), pages 123-152.
    18. 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(4), pages 441-468, December.
    19. Granger, Clive W J, 1986. "Developments in the Study of Cointegrated Economic Variables," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 48(3), pages 213-228, August.
    20. Pascal Alphonse, 2000. "Efficient Price Discovery in Stock Index Cash and Futures Markets," Post-Print hal-03590557, HAL.
    21. Raymond W. So & Yiuman Tse, 2004. "Price discovery in the hang seng index markets: Index, futures, and the tracker fund," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 24(9), pages 887-907, September.
    22. Joshua Turkington & David Walsh, 1999. "Price Discovery and Causality in the Australian Share Price Index Futures Market," Australian Journal of Management, Australian School of Business, vol. 24(2), pages 97-113, December.
    Full references (including those not matched with items on IDEAS)

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