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An Application of GARCH while investigating volatility in stock returns of the World

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  • Subhani, Muhammad Imtiaz
  • Hasan, Syed Akif
  • Osman, Ms. Amber

Abstract

A healthy stock market is a sign of sound and healthy economy. Stock market is a volatile market affected, at times directly and most often indirectly, by many micro and macroeconomic players. Of these players interest rates and exchange rates are among the ones undertaken in this study. The rationale behind this study is to ascertain the volatility in stock returns of various stock exchanges in relevance to interest rates and exchange rates over a range of 8 countries for assorted periods. GARCH (1, 1) was deployed for investigating the possible eventualities of volatilities of stock markets. The findings were found varying for Pakistan, India, Hong Kong, Japan, United States, United Kingdom, Spain and Germany. Moreover, almost for all countries GARCH (1, 1) yielded significant results confirming the existence of volatility of stock markets for the current period of outlined countries due to volatility of those stock markets during the previous lags. The findings may help investors know the stock markets’ trends which are also for some cases (nations) affected by interest rates and/or exchange rates and thus to invest accordingly.

Suggested Citation

  • Subhani, Muhammad Imtiaz & Hasan, Syed Akif & Osman, Ms. Amber, 2012. "An Application of GARCH while investigating volatility in stock returns of the World," MPRA Paper 45089, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:45089
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    Cited by:

    1. M. MALLIKARJUNA & R. Prabhakara RAO, 2019. "Volatility experience of major world stock markets," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania / Editura Economica, vol. 0(4(621), W), pages 35-52, Winter.
    2. Muhammad Mansoor Baig & Waheed Aslam & Qaiser Malik & Muhammad Bilal, 2015. "Volatility of Stock Markets (an Analysis of South Asian and G8 Countries)," Acta Universitatis Danubius. OEconomica, Danubius University of Galati, issue 11(6), pages 58-70, December.

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    More about this item

    Keywords

    ARCH; GARCH; Volatility; AR-Process; Conditional Hetroskedecity.;
    All these keywords.

    JEL classification:

    • B23 - Schools of Economic Thought and Methodology - - History of Economic Thought since 1925 - - - Econometrics; Quantitative and Mathematical Studies
    • R53 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Regional Government Analysis - - - Public Facility Location Analysis; Public Investment and Capital Stock

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