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Is palladium price in bubble?

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  • Khan, Khalid
  • Derindere Köseoğlu, Sinem

Abstract

This paper examines whether the palladium (PAL) prices show multiple bubbles by using the Generalized Supremum ADF test for the period 1994:01–2020:01. It is regarded as a pertinent procedure to observe the emergence and termination of multiple bubbles. The results show the emergence of four bubbles for the periods 1997–1998, 1999–2001, 2011 and 2019–2020. Therefore, PAL prices deviate from its fundamental value during 1994–2020 four times. This indicates that PAL prices include fundamental and bubble elements. The emergence and termination of bubbles are generally related to particular events. The first price bubble was led by the switchover of the automakers from the platinum to PAL and supply interruption by Russia. The second PAL price bubble took place due to the supply disruption by Russia, demand increase due to technology boom and usage of PAL as collateral against the international loans. Geopolitical tension rising from the largest producer of PAL, from Russia and South Africa, leads to the next PAL prices bubble. Finally, the main driver of the last bubble includes supply deficit, low production, and tight environmental regulations. The appropriate policies required to implement to reduce tragic results when the price bubbles burst. Moreover, the causes and effects can be scrutinized by considering the time period and dates of PAL price bubbles and measures can be taken to prevent the bubbles.

Suggested Citation

  • Khan, Khalid & Derindere Köseoğlu, Sinem, 2020. "Is palladium price in bubble?," Resources Policy, Elsevier, vol. 68(C).
  • Handle: RePEc:eee:jrpoli:v:68:y:2020:i:c:s030142072030194x
    DOI: 10.1016/j.resourpol.2020.101780
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    1. Peter C. B. Phillips & Shuping Shi & Jun Yu, 2015. "Testing For Multiple Bubbles: Historical Episodes Of Exuberance And Collapse In The S&P 500," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 56(4), pages 1043-1078, November.
    2. Peter C. B. Phillips & Shu-Ping Shi & Jun Yu, 2011. "Testing for Multiple Bubbles," Working Papers CoFie-03-2011, Singapore Management University, Sim Kee Boon Institute for Financial Economics.
    3. Robert J. Shiller, 1984. "Stock Prices and Social Dynamics," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 15(2), pages 457-510.
    4. Su, Chi-Wei & Wang, Xiao-Qing & Zhu, Haotian & Tao, Ran & Moldovan, Nicoleta-Claudia & Lobonţ, Oana-Ramona, 2020. "Testing for multiple bubbles in the copper price: Periodically collapsing behavior," Resources Policy, Elsevier, vol. 65(C).
    5. Hans Lind, 2009. "Price bubbles in housing markets," International Journal of Housing Markets and Analysis, Emerald Group Publishing Limited, vol. 2(1), pages 78-90, March.
    6. Su, Chi-Wei & Wang, Kai-Hua & Chang, Hsu-Ling & Dumitrescu–Peculea, Adelina, 2017. "Do iron ore price bubbles occur?," Resources Policy, Elsevier, vol. 53(C), pages 340-346.
    7. István Ábel & Pierre L. Siklos & István P. Székely, 1998. "Money and Finance in the Transition to a Market Economy," Books, Edward Elgar Publishing, number 830.
    8. Evans, George W, 1991. "Pitfalls in Testing for Explosive Bubbles in Asset Prices," American Economic Review, American Economic Association, vol. 81(4), pages 922-930, September.
    9. Batten, Jonathan A. & Ciner, Cetin & Lucey, Brian M., 2010. "The macroeconomic determinants of volatility in precious metals markets," Resources Policy, Elsevier, vol. 35(2), pages 65-71, June.
    10. Chi-Wei Su & Kai-Hua Wang & Qi Shao & Ran Tao, 2019. "Are there bubbles in the shipping freight market?," Maritime Policy & Management, Taylor & Francis Journals, vol. 46(7), pages 818-830, October.
    11. Karl E. Case & Robert J. Shiller, 2003. "Is There a Bubble in the Housing Market?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 34(2), pages 299-362.
    12. Robert J. Shiller, 2003. "From Efficient Markets Theory to Behavioral Finance," Journal of Economic Perspectives, American Economic Association, vol. 17(1), pages 83-104, Winter.
    13. Luciano Gutierrez, 2013. "Speculative bubbles in agricultural commodity markets-super- †," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 40(2), pages 217-238, March.
    14. Xin Li & Chi-Wei Su & Meng Qin & Fahai Zhao, 2020. "Testing for Bubbles in the Chinese Art Market," SAGE Open, , vol. 10(1), pages 21582440199, January.
    15. Brian J. Henderson & Neil D. Pearson & Li Wang, 2015. "Editor's Choice New Evidence on the Financialization of Commodity Markets," Review of Financial Studies, Society for Financial Studies, vol. 28(5), pages 1285-1311.
    16. Campbell, John Y. & Lo, Andrew W. & MacKinlay, A. Craig & Whitelaw, Robert F., 1998. "The Econometrics Of Financial Markets," Macroeconomic Dynamics, Cambridge University Press, vol. 2(4), pages 559-562, December.
    17. Su, Chi-Wei & Li, Zheng-Zheng & Chang, Hsu-Ling & Lobonţ, Oana-Ramona, 2017. "When Will Occur the Crude Oil Bubbles?," Energy Policy, Elsevier, vol. 102(C), pages 1-6.
    18. Zhao, Yanping & Chang, Hsu-Ling & Su, Chi-Wei & Nian, Rui, 2015. "Gold bubbles: When are they most likely to occur?," Japan and the World Economy, Elsevier, vol. 34, pages 17-23.
    19. Chen, Mei-Hsiu, 2010. "Understanding world metals prices--Returns, volatility and diversification," Resources Policy, Elsevier, vol. 35(3), pages 127-140, September.
    20. Xi-Xi Zhang & Lu Liu & Chi-Wei Su & Ran Tao & Oana-Ramona Lobonţ & Nicoleta-Claudia Moldovan, 2019. "Bubbles in Agricultural Commodity Markets of China," Complexity, Hindawi, vol. 2019, pages 1-7, December.
    21. Kai-Hua Wang & Chi-Wei Su & Ran Tao & Lin-Na Hao, 2020. "Are there periodically collapsing bubble behaviours in the global coffee market?," Agrekon, Taylor & Francis Journals, vol. 59(1), pages 65-77, January.
    22. Pan, Wei-Fong, 2018. "Sentiment and asset price bubble in the precious metals markets," Finance Research Letters, Elsevier, vol. 26(C), pages 106-111.
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    Cited by:

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    More about this item

    Keywords

    Palladium price bubble; Generalized supremum ADF; Precious metals;
    All these keywords.

    JEL classification:

    • L61 - Industrial Organization - - Industry Studies: Manufacturing - - - Metals and Metal Products; Cement; Glass; Ceramics
    • B41 - Schools of Economic Thought and Methodology - - Economic Methodology - - - Economic Methodology
    • E30 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - General (includes Measurement and Data)

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