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بررسی رابطه علی پویا میان بازار سهام و سایر بازارهای دارایی: شواهدی جدید از الگوی Rolling- Window Bootstrap Causality
[Dynamic Causal Relationships Between the Stock Market and Other Asset Markets: New Evidence from a Rolling Window Bootstrap Causality Framework]

Author

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  • Roudari, Soheil

Abstract

The interrelationship between the stock market and other asset markets has consistently attracted the attention of investors and policymakers. This study investigates the dynamic causal links between the stock market and the currency, gold coin, and housing markets over the period 2006:01–2023:03 (monthly frequency) using a rolling window bootstrap causality framework. The findings reveal that the currency market has been a causal driver of the stock market. From early 2012 to early 2016, the exchange rate exerted a negative effect on the stock market; however, since 2016, this effect has turned positive. Except for 2017, the stock market has been a Granger cause of the currency market throughout the remaining years, with the stock market’s influence on the currency market being stronger than the reverse. The gold coin market has consistently caused the stock market during the sample period, with a positive effect. Conversely, prior to 2017, the stock market generally did not cause the gold coin market. After 2017, the effect of the stock market on gold coins has been greater than that of gold coins on the stock market. Regarding the link between housing and stocks, up to 2016 the housing market exerted a positive effect on the stock market, but thereafter this effect became negative. Moreover, the absolute magnitude of the cumulative dynamic impact of the stock market on housing at the end of the sample is greater than that of housing on the stock market. These results suggest that relying solely on static approaches such as traditional Granger causality may produce misleading conclusions.

Suggested Citation

  • Roudari, Soheil, 2024. "بررسی رابطه علی پویا میان بازار سهام و سایر بازارهای دارایی: شواهدی جدید از الگوی Rolling- Window Bootstrap Causality [Dynamic Causal Relationships Between the Stock Market and Other Asset Markets:," MPRA Paper 126972, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:126972
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    as
    1. Ahmed, Abdullahi D. & Huo, Rui, 2021. "Volatility transmissions across international oil market, commodity futures and stock markets: Empirical evidence from China," Energy Economics, Elsevier, vol. 93(C).
    2. Adekoya, Oluwasegun B. & Akinseye, Ademola B. & Antonakakis, Nikolaos & Chatziantoniou, Ioannis & Gabauer, David & Oliyide, Johnson, 2022. "Crude oil and Islamic sectoral stocks: Asymmetric TVP-VAR connectedness and investment strategies," Resources Policy, Elsevier, vol. 78(C).
    3. Jiang, Yonghong & Fu, Yuyuan & Ruan, Weihua, 2019. "Risk spillovers and portfolio management between precious metal and BRICS stock markets," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 534(C).
    4. Anna Pavlova & Roberto Rigobon, 2007. "Asset Prices and Exchange Rates," The Review of Financial Studies, Society for Financial Studies, vol. 20(4), pages 1139-1180.
    5. Toda, Hiro Y. & Yamamoto, Taku, 1995. "Statistical inference in vector autoregressions with possibly integrated processes," Journal of Econometrics, Elsevier, vol. 66(1-2), pages 225-250.
    6. Buerhan Saiti & Mansur Masih, 2016. "The Co-movement of Selective Conventional and Islamic Stock Indices: Is there any Impact on Shariah Compliant Equity Investment in China?," International Journal of Economics and Financial Issues, Econjournals, vol. 6(4), pages 1895-1905.
    7. Chen, Lin & Wen, Fenghua & Li, Wanyang & Yin, Hua & Zhao, Lili, 2022. "Extreme risk spillover of the oil, exchange rate to Chinese stock market: Evidence from implied volatility indexes," Energy Economics, Elsevier, vol. 107(C).
    8. Alshater, Muneer M. & Alqaralleh, Huthaifa & El Khoury, Rim, 2023. "Dynamic asymmetric connectedness in technological sectors," The Journal of Economic Asymmetries, Elsevier, vol. 27(C).
    9. El Hedi Arouri, Mohamed & Lahiani, Amine & Nguyen, Duc Khuong, 2015. "World gold prices and stock returns in China: Insights for hedging and diversification strategies," Economic Modelling, Elsevier, vol. 44(C), pages 273-282.
    10. Gkillas, Konstantinos & Vortelinos, Dimitrios I. & Suleman, Tahir, 2018. "Asymmetries in the African financial markets," Journal of Multinational Financial Management, Elsevier, vol. 45(C), pages 72-87.
    11. Spencer, Simon & Bredin, Don & Conlon, Thomas, 2018. "Energy and agricultural commodities revealed through hedging characteristics: Evidence from developing and mature markets," Journal of Commodity Markets, Elsevier, vol. 9(C), pages 1-20.
    12. Balcilar, Mehmet & Ozdemir, Zeynel Abidin & Arslanturk, Yalcin, 2010. "Economic growth and energy consumption causal nexus viewed through a bootstrap rolling window," Energy Economics, Elsevier, vol. 32(6), pages 1398-1410, November.
    13. Cao, Guangxi & Xie, Wenhao, 2022. "Asymmetric dynamic spillover effect between cryptocurrency and China's financial market: Evidence from TVP-VAR based connectedness approach," Finance Research Letters, Elsevier, vol. 49(C).
    14. Li, Xiafei & Li, Bo & Wei, Guiwu & Bai, Lan & Wei, Yu & Liang, Chao, 2021. "Return connectedness among commodity and financial assets during the COVID-19 pandemic: Evidence from China and the US," Resources Policy, Elsevier, vol. 73(C).
    15. Samadi, Ali Hussein & Owjimehr, Sakine & Nezhad Halafi, Zohoor, 2021. "The cross-impact between financial markets, Covid-19 pandemic, and economic sanctions: The case of Iran," Journal of Policy Modeling, Elsevier, vol. 43(1), pages 34-55.
    16. Reboredo, Juan Carlos & Ugolini, Andrea & Hernandez, Jose Arreola, 2021. "Dynamic spillovers and network structure among commodity, currency, and stock markets," Resources Policy, Elsevier, vol. 74(C).
    17. Kumeka, Terver Theophilus & Uzoma-Nwosu, Damian Chidozie & David-Wayas, Maria Onyinye, 2022. "The effects of COVID-19 on the interrelationship among oil prices, stock prices and exchange rates in selected oil exporting economies," Resources Policy, Elsevier, vol. 77(C).
    18. Karolyi, G Andrew, 1995. "A Multivariate GARCH Model of International Transmissions of Stock Returns and Volatility: The Case of the United States and Canada," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(1), pages 11-25, January.
    19. Yunus, Nafeesa, 2020. "Time-varying linkages among gold, stocks, bonds and real estate," The Quarterly Review of Economics and Finance, Elsevier, vol. 77(C), pages 165-185.
    20. Liew, Ping-Xin & Lim, Kian-Ping & Goh, Kim-Leng, 2022. "The dynamics and determinants of liquidity connectedness across financial asset markets," International Review of Economics & Finance, Elsevier, vol. 77(C), pages 341-358.
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    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G17 - Financial Economics - - General Financial Markets - - - Financial Forecasting and Simulation
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

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