Time-frequency co-movements between the largest nonferrous metal futures markets
Author
Abstract
Suggested Citation
DOI: 10.1016/j.resourpol.2017.12.010
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Dirk G. Baur & Brian M. Lucey, 2010.
"Is Gold a Hedge or a Safe Haven? An Analysis of Stocks, Bonds and Gold,"
The Financial Review, Eastern Finance Association, vol. 45(2), pages 217-229, May.
- Dirk G. Baur & Brian M. Lucey, 2007. "Is Gold a Hedge or a Safe Haven? An Analysis of Stocks, Bonds and Gold," The Institute for International Integration Studies Discussion Paper Series iiisdp198, IIIS.
- Todorova, Neda & Worthington, Andrew & Souček, Michael, 2014. "Realized volatility spillovers in the non-ferrous metal futures market," Resources Policy, Elsevier, vol. 39(C), pages 21-31.
- Kizys, Renatas & Pierdzioch, Christian, 2006. "Business-cycle fluctuations and international equity correlations," Global Finance Journal, Elsevier, vol. 17(2), pages 252-270, December.
- Xindan Li & Bing Zhang, 2009. "Price discovery for copper futures in informationally linked markets," Applied Economics Letters, Taylor & Francis Journals, vol. 16(15), pages 1555-1558.
- Singhal, Shelly & Ghosh, Sajal, 2016. "Returns and volatility linkages between international crude oil price, metal and other stock indices in India: Evidence from VAR-DCC-GARCH models," Resources Policy, Elsevier, vol. 50(C), pages 276-288.
- Vacha, Lukas & Barunik, Jozef, 2012.
"Co-movement of energy commodities revisited: Evidence from wavelet coherence analysis,"
Energy Economics, Elsevier, vol. 34(1), pages 241-247.
- Lukas Vacha & Jozef Barunik, 2012. "Co-movement of energy commodities revisited: Evidence from wavelet coherence analysis," Papers 1201.4776, arXiv.org.
- Jarno Kiviaho & Jussi Nikkinen & Vanja Piljak & Timo Rothovius, 2014. "The Co†movement Dynamics of European Frontier Stock Markets," European Financial Management, European Financial Management Association, vol. 20(3), pages 574-595, June.
- Tiwari, Aviral Kumar & Mutascu, Mihai Ioan & Albulescu, Claudiu Tiberiu, 2016.
"Continuous wavelet transform and rolling correlation of European stock markets,"
International Review of Economics & Finance, Elsevier, vol. 42(C), pages 237-256.
- Aviral Kumar Tiwari & Mihai Ioan Mutascu & Claudiu Tiberiu Albulescu, 2016. "Continuous wavelet transform and rolling correlation of European stock markets," Post-Print hal-03528475, HAL.
- Kwiatkowski, Denis & Phillips, Peter C. B. & Schmidt, Peter & Shin, Yongcheol, 1992.
"Testing the null hypothesis of stationarity against the alternative of a unit root : How sure are we that economic time series have a unit root?,"
Journal of Econometrics, Elsevier, vol. 54(1-3), pages 159-178.
- Kwiatkowski, D. & Phillips, P.C.B. & Schmidt, P., 1990. "Testing the Null Hypothesis of Stationarity Against the Alternative of Unit Root : How Sure are we that Economic Time Series have a Unit Root?," Papers 8905, Michigan State - Econometrics and Economic Theory.
- Denis Kwiatkowski & Peter C.B. Phillips & Peter Schmidt, 1991. "Testing the Null Hypothesis of Stationarity Against the Alternative of a Unit Root: How Sure Are We That Economic Time Series Have a Unit Root?," Cowles Foundation Discussion Papers 979, Cowles Foundation for Research in Economics, Yale University.
- Kang, Sang Hoon & Yoon, Seong-Min, 2016. "Dynamic spillovers between Shanghai and London nonferrous metal futures markets," Finance Research Letters, Elsevier, vol. 19(C), pages 181-188.
- Pal, Debdatta & Mitra, Subrata K., 2017. "Time-frequency contained co-movement of crude oil and world food prices: A wavelet-based analysis," Energy Economics, Elsevier, vol. 62(C), pages 230-239.
- Rua, António, 2010.
"Measuring comovement in the time-frequency space,"
Journal of Macroeconomics, Elsevier, vol. 32(2), pages 685-691, June.
- António Rua, 2010. "Measuring comovement in the time-frequency space," Working Papers w201001, Banco de Portugal, Economics and Research Department.
- Longin, Francois & Solnik, Bruno, 1995. "Is the correlation in international equity returns constant: 1960-1990?," Journal of International Money and Finance, Elsevier, vol. 14(1), pages 3-26, February.
- Syllignakis, Manolis N. & Kouretas, Georgios P., 2011. "Dynamic correlation analysis of financial contagion: Evidence from the Central and Eastern European markets," International Review of Economics & Finance, Elsevier, vol. 20(4), pages 717-732, October.
- Claudiu Tiberiu Albulescu & Daniel Goyeau & Aviral Kumar Tiwari, 2017.
"Co-movements and contagion between international stock index futures markets,"
Empirical Economics, Springer, vol. 52(4), pages 1529-1568, June.
- Claudiu Tiberiu Albulescu & Daniel Goyeau & Aviral Kumar Tiwaric, 2016. "Co-movements and contagion between international stock index futures markets," Post-Print halshs-01388618, HAL.
- Rua, António & Nunes, Luís C., 2009.
"International comovement of stock market returns: A wavelet analysis,"
Journal of Empirical Finance, Elsevier, vol. 16(4), pages 632-639, September.
- António Rua & Luís Catela Nunes, 2009. "International comovement of stock market returns: a wavelet analysis," Working Papers w200904, Banco de Portugal, Economics and Research Department.
- Diebold, Francis X. & Yilmaz, Kamil, 2012.
"Better to give than to receive: Predictive directional measurement of volatility spillovers,"
International Journal of Forecasting, Elsevier, vol. 28(1), pages 57-66.
- Francis X. Diebold & Kamil Yilmaz, 2010. "Better to Give than to Receive: Predictive Directional Measurement of Volatility Spillovers," Koç University-TUSIAD Economic Research Forum Working Papers 1001, Koc University-TUSIAD Economic Research Forum, revised Mar 2010.
- Olaolu Richard Olayeni, 2016. "Causality in Continuous Wavelet Transform Without Spectral Matrix Factorization: Theory and Application," Computational Economics, Springer;Society for Computational Economics, vol. 47(3), pages 321-340, March.
- Ammer, John & Mei, Jianping, 1996.
"Measuring International Economic Linkages with Stock Market Data,"
Journal of Finance, American Finance Association, vol. 51(5), pages 1743-1763, December.
- John Ammer & Jianping Mei, 1993. "Measuring international economic linkages with stock market data," International Finance Discussion Papers 449, Board of Governors of the Federal Reserve System (U.S.).
- Gil-Alana, Luis A. & Tripathy, Trilochan, 2014.
"Modelling volatility persistence and asymmetry: A Study on selected Indian non-ferrous metals markets,"
Resources Policy, Elsevier, vol. 41(C), pages 31-39.
- Luis Alberiko Gil-Alaña & Trilochan Tripathy, 2013. "Modelling volatility persistence and asymmetry: a study on selected Indian non-ferrous metals markets," NCID Working Papers 11/2013, Navarra Center for International Development, University of Navarra.
- Ira G. Kawaller & Paul D. Koch & Timothy W. Koch, 1993. "Intraday Market Behavior And The Extent Of Feedback Between S&P 500 Futures Prices And The S&P 500 Index," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 16(2), pages 107-121, June.
- Zehai Li & Lawrence Huiyan Zhang, 2013. "An Empirical Study of International Linkages of the Shanghai Copper Futures Market," Chinese Economy, Taylor & Francis Journals, vol. 46(3), pages 61-74, May.
- Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
- Aloui, Chaker & Hkiri, Besma, 2014. "Co-movements of GCC emerging stock markets: New evidence from wavelet coherence analysis," Economic Modelling, Elsevier, vol. 36(C), pages 421-431.
- Renhai Hua & Baizhu Chen, 2007. "International linkages of the Chinese futures markets," Applied Financial Economics, Taylor & Francis Journals, vol. 17(16), pages 1275-1287.
- Christophe Croux & Mario Forni & Lucrezia Reichlin, 2001.
"A Measure Of Comovement For Economic Variables: Theory And Empirics,"
The Review of Economics and Statistics, MIT Press, vol. 83(2), pages 232-241, May.
- Croux, Christophe & Forni, Mario & Reichlin, Lucrezia, 1999. "A Measure of Comovement for Economic Variables: Theory and Empirics," CEPR Discussion Papers 2339, C.E.P.R. Discussion Papers.
- Christophe Croux & Mario Forni & Lucrezia Reichlin, 2001. "A measure of co-movement for economic variables: theory and empirics," ULB Institutional Repository 2013/10139, ULB -- Universite Libre de Bruxelles.
- Kawaller, Ira G & Koch, Paul D & Koch, Timothy W, 1993. "Intraday Market Behavior and the Extent of Feedback between S&P 500 Futures Prices and the S&P 500 Index," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 16(2), pages 107-121, Summer.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Cagli, Efe Caglar, 2023. "The volatility spillover between battery metals and future mobility stocks: Evidence from the time-varying frequency connectedness approach," Resources Policy, Elsevier, vol. 86(PA).
- Naeem, Muhammad Abubakr & Peng, Zhe & Bouri, Elie & Hussain Shahzad, Syed Jawad & Karim, Sitara, 2022. "Examining the asymmetries between equity and commodity ETFs during COVID-19," Resources Policy, Elsevier, vol. 79(C).
- Tweneboah, George & Alagidede, Paul, 2018. "Interdependence structure of precious metal prices: A multi-scale perspective," Resources Policy, Elsevier, vol. 59(C), pages 427-434.
- Wei, Yu & Bai, Lan & Li, Xiafei, 2022. "Normal and extreme interactions among nonferrous metal futures: A new quantile-frequency connectedness approach," Finance Research Letters, Elsevier, vol. 47(PB).
- Nekhili, Ramzi & Sultan, Jahangir & Mensi, Walid, 2021. "Co-movements among precious metals and implications for portfolio management: A multivariate wavelet-based dynamic analysis," Resources Policy, Elsevier, vol. 74(C).
- Yu, Hui & Ding, Yinghui & Sun, Qingru & Gao, Xiangyun & Jia, Xiaoliang & Wang, Xinya & Guo, Sui, 2021. "Multi-scale comovement of the dynamic correlations between copper futures and spot prices," Resources Policy, Elsevier, vol. 70(C).
- Zainudin, Ahmad Danial & Mohamad, Azhar, 2021. "Financial contagion in the futures markets amidst global geo-economic events," The Quarterly Review of Economics and Finance, Elsevier, vol. 81(C), pages 288-308.
- Das, Debojyoti & Maitra, Debasish & Dutta, Anupam & Basu, Sankarshan, 2022. "Financial stress and crude oil implied volatility: New evidence from continuous wavelet transformation framework," Energy Economics, Elsevier, vol. 115(C).
- Zheng, Shuxian & Tan, Zhanglu & Xing, Wanli & Zhou, Xuanru & Zhao, Pei & Yin, Xiuqi & Hu, Han, 2022. "A comparative exploration of the chaotic characteristics of Chinese and international copper futures prices," Resources Policy, Elsevier, vol. 78(C).
- Chen, Jinyu & Wang, Yilin & Ren, Xiaohang, 2022. "Asymmetric effects of non-ferrous metal price shocks on clean energy stocks: Evidence from a quantile-on-quantile method," Resources Policy, Elsevier, vol. 78(C).
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Tiwari, Aviral Kumar & Mutascu, Mihai Ioan & Albulescu, Claudiu Tiberiu, 2016.
"Continuous wavelet transform and rolling correlation of European stock markets,"
International Review of Economics & Finance, Elsevier, vol. 42(C), pages 237-256.
- Aviral Kumar Tiwari & Mihai Ioan Mutascu & Claudiu Tiberiu Albulescu, 2016. "Continuous wavelet transform and rolling correlation of European stock markets," Post-Print hal-03528475, HAL.
- Claudiu Tiberiu Albulescu & Daniel Goyeau & Aviral Kumar Tiwari, 2017.
"Co-movements and contagion between international stock index futures markets,"
Empirical Economics, Springer, vol. 52(4), pages 1529-1568, June.
- Claudiu Tiberiu Albulescu & Daniel Goyeau & Aviral Kumar Tiwaric, 2016. "Co-movements and contagion between international stock index futures markets," Post-Print halshs-01388618, HAL.
- Ciner, Cetin & Lucey, Brian & Yarovaya, Larisa, 2020. "Spillovers, integration and causality in LME non-ferrous metal markets," Journal of Commodity Markets, Elsevier, vol. 17(C).
- Chen, Xiangyu & Tongurai, Jittima, 2022. "Spillovers and interdependency across base metals: Evidence from China's futures and spot markets," Resources Policy, Elsevier, vol. 75(C).
- Kang, Sang Hoon & Uddin, Gazi Salah & Troster, Victor & Yoon, Seong-Min, 2019. "Directional spillover effects between ASEAN and world stock markets," Journal of Multinational Financial Management, Elsevier, vol. 52.
- Chaker Aloui & Rania Jammazi & Hela Ben Hamida, 2018. "Multivariate Co-movement Between Islamic Stock and Bond Markets Among the GCC: A Wavelet-Based View," Computational Economics, Springer;Society for Computational Economics, vol. 52(2), pages 603-626, August.
- Zied Ftiti & Aviral Tiwari & Amél Belanès, 2014.
"Tests of Financial Market Contagion: Evolutionary Cospectral Analysis V.S. Wavelet Analysis,"
Working Papers
2014-62, Department of Research, Ipag Business School.
- Zied Ftiti & Aviral Tiwari & Amél Belanès & Khaled Guesmi, 2014. "Tests of Financial Market Contagion: Evolutionary Cospectral Analysis V.S. Wavelet Analysis," Working Papers 2014-577, Department of Research, Ipag Business School.
- Das, Debojyoti & Maitra, Debasish & Dutta, Anupam & Basu, Sankarshan, 2022. "Financial stress and crude oil implied volatility: New evidence from continuous wavelet transformation framework," Energy Economics, Elsevier, vol. 115(C).
- Huang, Shupei & An, Haizhong & Gao, Xiangyun & Huang, Xuan, 2016. "Time–frequency featured co-movement between the stock and prices of crude oil and gold," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 444(C), pages 985-995.
- Al-Yahyaee, Khamis Hamed & Rehman, Mobeen Ur & Wanas Al-Jarrah, Idries Mohammad & Mensi, Walid & Vo, Xuan Vinh, 2020. "Co-movements and spillovers between prices of precious metals and non-ferrous metals: A multiscale analysis," Resources Policy, Elsevier, vol. 67(C).
- Berdiev, Aziz N. & Chang, Chun-Ping, 2015. "Business cycle synchronization in Asia-Pacific: New evidence from wavelet analysis," Journal of Asian Economics, Elsevier, vol. 37(C), pages 20-33.
- Martín-Barragán, Belén & Ramos, Sofia B. & Veiga, Helena, 2015.
"Correlations between oil and stock markets: A wavelet-based approach,"
Economic Modelling, Elsevier, vol. 50(C), pages 212-227.
- Martín-Barragán, Belén & Ramos, Sofía B. & Veiga, Helena, 2013. "Correlations between oil and stock markets : a wavelet-based approach," DES - Working Papers. Statistics and Econometrics. WS ws130504, Universidad Carlos III de Madrid. Departamento de EstadÃstica.
- Demiralay, Sercan & Gencer, Hatice Gaye & Bayraci, Selcuk, 2021. "How do Artificial Intelligence and Robotics Stocks co-move with traditional and alternative assets in the age of the 4th industrial revolution? Implications and Insights for the COVID-19 period," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
- Jarno Kiviaho & Jussi Nikkinen & Vanja Piljak & Timo Rothovius, 2014. "The Co†movement Dynamics of European Frontier Stock Markets," European Financial Management, European Financial Management Association, vol. 20(3), pages 574-595, June.
- Marfatia, Hardik A., 2017. "A fresh look at integration of risks in the international stock markets: A wavelet approach," Review of Financial Economics, Elsevier, vol. 34(C), pages 33-49.
- Huang, Shupei & An, Haizhong & Gao, Xiangyun & Sun, Xiaoqi, 2017. "Do oil price asymmetric effects on the stock market persist in multiple time horizons?," Applied Energy, Elsevier, vol. 185(P2), pages 1799-1808.
- Zied Ftiti & Aviral Tiwari & Amél Belanès & Khaled Guesmi, 2015. "Tests of Financial Market Contagion: Evolutionary Cospectral Analysis Versus Wavelet Analysis," Computational Economics, Springer;Society for Computational Economics, vol. 46(4), pages 575-611, December.
- Woode, John Kingsley & Owusu Junior, Peterson & Adam, Anokye M., 2024. "Dynamic interdependence structure of industrial metals and the African stock market," Resources Policy, Elsevier, vol. 88(C).
- Kang, Sang Hoon & Yoon, Seong-Min, 2016. "Dynamic spillovers between Shanghai and London nonferrous metal futures markets," Finance Research Letters, Elsevier, vol. 19(C), pages 181-188.
- Ahmed, Walid M.A., 2022. "On the higher-order moment interdependence of stock and commodity markets: A wavelet coherence analysis," The Quarterly Review of Economics and Finance, Elsevier, vol. 83(C), pages 135-151.
More about this item
Keywords
Co-movement; Wavelet coherence analysis; Causality; Nonferrous metal futures;All these keywords.
JEL classification:
- C58 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Financial Econometrics
- F37 - International Economics - - International Finance - - - International Finance Forecasting and Simulation: Models and Applications
- G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
- G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
- Q31 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Nonrenewable Resources and Conservation - - - Demand and Supply; Prices
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:jrpoli:v:61:y:2019:i:c:p:393-398. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/30467 .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.