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Volatility Transmission among Macroeconomic Variables, Gold Return, Stock Return, Oil Return and Exchange Rate Return: Evidence from Pakistani Economy

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  • Sania Nawaz
  • Tariq Javed

Abstract

This study employed GARCH and TGARCH models to examine the volatility transmission and asymmetry of information on volatility among macroeconomic variables in Pakistan for the period 2000 to 2010 monthly data. GARCH model results showed that volatility transmission exists among variable as overall, but few variables like gold, oil, and T-Bills rate retunes are having weak volatility connection with stock market returns. Gross Domestic Product and other variables were having volatility transmission but not too strong. Moreover TGARCH results showed symmetry of information. Study also employed an evidence of volatility transformation from past prices and returns to future time.

Suggested Citation

  • Sania Nawaz & Tariq Javed, 2014. "Volatility Transmission among Macroeconomic Variables, Gold Return, Stock Return, Oil Return and Exchange Rate Return: Evidence from Pakistani Economy," International Journal of Financial Economics, Research Academy of Social Sciences, vol. 3(3), pages 121-133.
    • Handle: RePEc:rss:jnljfe:v3i3p1
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    References listed on IDEAS

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    1. Nelson, Charles R, 1976. "Inflation and Rates of Return on Common Stocks," Journal of Finance, American Finance Association, vol. 31(2), pages 471-483, May.
    2. Narayan, Paresh Kumar & Narayan, Seema & Zheng, Xinwei, 2010. "Gold and oil futures markets: Are markets efficient?," Applied Energy, Elsevier, vol. 87(10), pages 3299-3303, October.
    3. Bjørn Eraker & Michael Johannes & Nicholas Polson, 2003. "The Impact of Jumps in Volatility and Returns," Journal of Finance, American Finance Association, vol. 58(3), pages 1269-1300, June.
    4. Fama, Eugene F, 1990. "Stock Returns, Expected Returns, and Real Activity," Journal of Finance, American Finance Association, vol. 45(4), pages 1089-1108, September.
    5. Jun Cai & Yan‐Leung Cheung & Michael C. S. Wong, 2001. "What moves the gold market?," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 21(3), pages 257-278, March.
    6. Hamilton, James D, 1983. "Oil and the Macroeconomy since World War II," Journal of Political Economy, University of Chicago Press, vol. 91(2), pages 228-248, April.
    7. Hooker, Mark A, 2002. "Are Oil Shocks Inflationary? Asymmetric and Nonlinear Specifications versus Changes in Regime," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(2), pages 540-561, May.
    8. repec:bla:jfinan:v:44:y:1989:i:1:p:1-17 is not listed on IDEAS
    9. Chen, Nai-Fu & Roll, Richard & Ross, Stephen A, 1986. "Economic Forces and the Stock Market," The Journal of Business, University of Chicago Press, vol. 59(3), pages 383-403, July.
    10. Sari, Ramazan & Hammoudeh, Shawkat & Soytas, Ugur, 2010. "Dynamics of oil price, precious metal prices, and exchange rate," Energy Economics, Elsevier, vol. 32(2), pages 351-362, March.
    11. Jaffe, Jeffrey F & Mandelker, Gershon, 1976. "The "Fisher Effect" for Risky Assets: An Empirical Investigation," Journal of Finance, American Finance Association, vol. 31(2), pages 447-458, May.
    Full references (including those not matched with items on IDEAS)

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