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Heat waves or Meteor showers: Empirical evidence from the stock markets

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  • Boppana Nagarjuna
  • Varadi Vijay Kumar

Abstract

In order to study the volatility spillovers / the transfer of volatilities from spot and futures markets for the period 1st January 2001 to 30th November 2005 with high frequency data i.e., one minute intervals, we have used GARCH models to compute volatilities and VAR models for the returns of different markets and for the volatilities. It is evident that, these VAR models for the volatilities can exhibit the nature of the change in volatility. In a heat wave, the conditional variance of the returns in spot (futures) market depends only upon the past shocks in the given market. For meteor showers, the impact of shocks on spot (futures) markets are transferred from other i.e., futures (spot) markets. With the VAR (1)-GARCH (1,1) analysis, we found that both series are I(1) and that a bi-directional relationship exists between the spot and future market return series. Empirically it is evident that both heat waves and meteor showers exist in Indian spot and futures markets.

Suggested Citation

  • Boppana Nagarjuna & Varadi Vijay Kumar, 2010. "Heat waves or Meteor showers: Empirical evidence from the stock markets," Journal of Economics and Econometrics, Economics and Econometrics Society, vol. 53(2), pages 57-74.
    • Handle: RePEc:eei:journl:v:53:y:2010:i:2:p:57-74
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    1. G. Geoffrey Booth & Mustafa Chowdhury & Teppo Martikainen & Yiuman Tse, 1997. "Intraday Volatility in International Stock Index Futures Markets: Meteor Showers or Heat Waves?," Management Science, INFORMS, vol. 43(11), pages 1564-1576, November.
    2. d'Artis Kancs & Hans Kremers, 2002. "Assessing Impacts of Alternative Renewable Energy Strategies," EERI Research Paper Series EERI_RP_2002_03, Economics and Econometrics Research Institute (EERI), Brussels.
    3. Engle, Robert F & Ito, Takatoshi & Lin, Wen-Ling, 1990. "Meteor Showers or Heat Waves? Heteroskedastic Intra-daily Volatility in the Foreign Exchange Market," Econometrica, Econometric Society, vol. 58(3), pages 525-542, May.
    4. Artis Kancs, 2001. "Predicting European Enlargement Impacts: A Framework of Interregional General Equilibrium," Eastern European Economics, Taylor & Francis Journals, vol. 39(5), pages 31-63, September.
    5. D'Artis Kancs, 2005. "Efficiency of European Funds in the Accession Countries: The Case of Transport Infrastructure Investments in Latvia," Transportation Planning and Technology, Taylor & Francis Journals, vol. 28(4), pages 293-313, July.
    6. Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
    7. Kancs, d'Artis & Wohlgemuth, Norbert, 2008. "Evaluation of renewable energy policies in an integrated economic-energy-environment model," Forest Policy and Economics, Elsevier, vol. 10(3), pages 128-139, January.
    8. Booth, G. Geoffrey & Martikainen, Teppo & Tse, Yiuman, 1997. "Price and volatility spillovers in Scandinavian stock markets," Journal of Banking & Finance, Elsevier, vol. 21(6), pages 811-823, June.
    9. Bollerslev, Tim & Chou, Ray Y. & Kroner, Kenneth F., 1992. "ARCH modeling in finance : A review of the theory and empirical evidence," Journal of Econometrics, Elsevier, vol. 52(1-2), pages 5-59.
    10. Julda Kielyte, 2008. "Estimating Panel Data Models in the Presence of Endogeneity and Selection," Journal of Economics and Econometrics, Economics and Econometrics Society, vol. 51(2), pages 1-19.
    11. Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, vol. 50(4), pages 987-1007, July.
    12. Ito, Takatoshi & Engle, Robert F. & Lin, Wen-Ling, 1992. "Where does the meteor shower come from? : The role of stochastic policy coordination," Journal of International Economics, Elsevier, vol. 32(3-4), pages 221-240, May.
    13. d'Artis Kancs,, 2002. "Integrated appraisal of renewable energy strategies: a CGE analysis," International Journal of Energy Technology and Policy, Inderscience Enterprises Ltd, vol. 1(1/2), pages 59-90.
    14. d’Artis Kancs, 2006. "The economic geography of labour migration: Competition, competitiveness and development," EERI Research Paper Series EERI_RP_2006_01, Economics and Econometrics Research Institute (EERI), Brussels.
    15. repec:bla:jfinan:v:53:y:1998:i:1:p:219-265 is not listed on IDEAS
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    Cited by:

    1. James Anderson, 2001. "Migration, FDI, and the Margins of Trade," EERI Research Paper Series EERI_RP_2001_05, Economics and Econometrics Research Institute (EERI), Brussels.

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    More about this item

    Keywords

    Volatility Spillovers; Heat Waves; Meteor Showers; Indian Stock Market.;
    All these keywords.

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
    • E47 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Forecasting and Simulation: Models and Applications
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • N25 - Economic History - - Financial Markets and Institutions - - - Asia including Middle East
    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance
    • Y1 - Miscellaneous Categories - - Data: Tables and Charts

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