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Onshore and offshore market for Indian rupee: recent evidence on volatility and shock spillover

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  • Harendra Kumar Behera

Abstract

The article empirically examines the onshor-offshore linkages of the Indian rupee using recently developed multivariate GARCH technique. The empirical results show that the offshore non-deliverable forward market does not have mean spillover impact on onshore spot, forward and futures markets while shocks and volatilities in the non-deliverable forward market influence the onshore markets. A key finding of the study is that the magnitude of volatility spillover from non-deliverable forward to spot market has accentuated after the introduction of currency futures in India. This development could be attributable to large arbitrage between futures and non-deliverable forward market in the more recent period. The finding has critical implications for exchange rate policy and management in the Indian context. There is need for close monitoring of both the onshore and offshore markets.

Suggested Citation

  • Harendra Kumar Behera, 2011. "Onshore and offshore market for Indian rupee: recent evidence on volatility and shock spillover," Macroeconomics and Finance in Emerging Market Economies, Taylor & Francis Journals, vol. 4(1), pages 43-55.
    • Handle: RePEc:taf:macfem:v:4:y:2011:i:1:p:43-55
    DOI: 10.1080/17520843.2010.509918
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    1. Engle, Robert F. & Kroner, Kenneth F., 1995. "Multivariate Simultaneous Generalized ARCH," Econometric Theory, Cambridge University Press, vol. 11(1), pages 122-150, February.
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    3. Colavecchio, Roberta & Funke, Michael, 2008. "Volatility transmissions between renminbi and Asia-Pacific on-shore and off-shore U.S. dollar futures," China Economic Review, Elsevier, vol. 19(4), pages 635-648, December.
    4. Sangita Misra, 2007. "Non Deliverable Foreign Exchange Forward Market: An Overview," Working Papers id:1259, eSocialSciences.
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    6. Patrick C. Higgins & Owen F. Humpage, 2005. "Nondeliverable forwards: can we tell where the renminbi is headed?," Economic Commentary, Federal Reserve Bank of Cleveland, issue Sep.
    7. Hideki Izawa, 2008. "An Empirical Test of the Efficiency Hypothesis on the Renminbi NDF in Hong Kong Market," Kobe Economic & Business Review, Research Institute for Economics & Business Administration, Kobe University, vol. 52, pages 1-6, February.
    8. Park, Jinwoo, 2001. "Information flows between non-deliverable forward (NDF) and spot markets: Evidence from Korean currency," Pacific-Basin Finance Journal, Elsevier, vol. 9(4), pages 363-377, August.
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    Citations

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    Cited by:

    1. Saurabh Ghosh, 2014. "Volatility spillover in the foreign exchange market: the Indian experience," Macroeconomics and Finance in Emerging Market Economies, Taylor & Francis Journals, vol. 7(1), pages 175-194, March.
    2. Sanjay Sehgal & Wasim Ahmad & Florent Deisting, 2015. "An investigation of price discovery and volatility spillovers in India’s foreign exchange market," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 42(2), pages 261-284, May.
    3. Nikhil Patel & Dora Xia, 2019. "Offshore markets drive trading of emerging market currencies," BIS Quarterly Review, Bank for International Settlements, December.
    4. Samar Maziad & Mr. Joong S Kang, 2012. "RMB Internationalization: O+L5022nshore/Offshore Links," IMF Working Papers 2012/133, International Monetary Fund.
    5. Ashima Goyal, 2015. "Foreign exchange markets, intervention and exchange rate regimes," Indira Gandhi Institute of Development Research, Mumbai Working Papers 2015-011, Indira Gandhi Institute of Development Research, Mumbai, India.
    6. Gaurav Raizada & Vartika Srivastava & S. V. D. Nageswara Rao, 2020. "Shall One Sit “Longer” for a Free Lunch? Impact of Trading Durations on the Realized Variances and Volatility Spillovers," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 18(1), pages 1-28, March.
    7. Harendra Behera & Rajiv Ranjan & Sajjid Chinoy, 2022. "Does offshore NDF market influence onshore forex market? Evidence from India," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 42(6), pages 1167-1185, June.
    8. Mohini GUPTA & Purwa SRIVASTAVA & Amritkant MISHRA & Malayaranjan SAHOO, 2021. "Time-varying volatility spillover of foreign exchange rate in three Asian markets: Based on DCC-GARCH approach," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania / Editura Economica, vol. 0(4(629), W), pages 105-120, Winter.
    9. Li, Xue & Liu, Yanghui & Li, Hanxu & Li, Jie, 2021. "Onshore spot and offshore forward markets for RMB: Evidence from the “8.11” exchange rate regime reform," China Economic Review, Elsevier, vol. 67(C).
    10. Maria Socorro Gochoco-Bautista & Jianxin Wang & Minxian Yang, 2014. "Commodity Price, Carry Trade, and the Volatility and Liquidity of Asian Currencies," The World Economy, Wiley Blackwell, vol. 37(6), pages 811-833, June.
    11. Robert N McCauley & Chang Shu & Guonan Ma, 2014. "Non-deliverable forwards: 2013 and beyond," BIS Quarterly Review, Bank for International Settlements, March.

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    More about this item

    Keywords

    non-deliverable forward; volatility spillover; multivariate GARCH; JEL classifications: G13; F31; C51;
    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
    • F31 - International Economics - - International Finance - - - Foreign Exchange
    • G13 - Financial Economics - - General Financial Markets - - - Contingent Pricing; Futures Pricing

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