TY  - JOUR
T1  - Analysis of the Relationship Between Precious Metals and Stock Markets: Application on Borsa Istanbul Commercial Sectors
AU  - Uysal, Mustafa
PY  - 2021
DA  - May
DO  - 10.25295/fsecon.903097
JF  - Fiscaoeconomia
JO  - FSECON
PB  - Ahmet Arif EREN
WT  - DergiPark
SN  - 2564-7504
SP  - 652
EP  - 669
VL  - 5
IS  - 2
LA  - en
AB  - The relationship between different commercial sectors’ stocks and precious metals is vital in terms of diversification in portfolio investments. For this purpose, in this study, it is aimed to investigate the long-term association between stock markets belonging to commercial sectors and precious metals. One hundred nine monthly data related to the variables discussed between January 2011 and January 2020 were used. Before the cointegration analysis, the stationarities of the series were determined with Carrion-i Silvestre (2009) (CS) unit root test, which allowed up to five structural breaks. Maki (2012) cointegration analysis was applied to the series, which is the first aware stationary, with five structural breaks. Finally, the causal relationship among variables was investigated with Hatemi-J (2012) Asymmetric causality test. According to the results obtained, the stock markets were analyzed, and the prices of gold and silver were co-integrated. Besides, a bilateral causality has been reached between gold and silver prices, other than the stock market of the banking sector, and from the silver prices to the banking stock market.
KW  - Portfolio Diversification
KW  - Maki Cointegration Analysis
KW  - Hatemi-J Causality Analysis
CR  - Abanomey, W. S. & Mathur, I. (2001). International portfolios with commodity futures and currency forward contracts. The Journal of Investing, 10(3), 61-68. https://doi.org/10,3905/joi.2001.319474
CR  - Akel, V. & Gazel, S. (2015). Finansal piyasa riski ve altın yatırımı: Türkiye örneği. Çukurova Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, 24(1), 335-350.Erişim Adresi: https://dergipark. org.tr/en/pub/cusosbil/issue/32041/354094
CR  - Balı, S. & Cinel, M. (2011). Altın Fiyatlarının İmkb 100 endeksi’ne etkisi ve bu etkinin ölçümlenmesi. Atatürk Üniversitesi İktisadi ve İdari Bilimler Dergisi, 25(3-4), 45-63. Erişim Adresi: https://dergipark. org.tr/en/pub/atauniiibd/issue/2703/35533
CR  - Başarır, Ç. (2019). Altın ve hisse senedi getirileri arasındaki nedensellik ilişkisi: Türkiye örneği. Trakya Üniversitesi Sosyal Bilimler Dergisi, 21(2), 475-490. https://doi.org/10.26468/trakyasobed.472190
CR  - Baur, D. G. & Lucey, B. M. (2010). Is gold a hedge or a safe haven? An analysis of stocks, bonds and gold. Financial Review, 45(2), 217-229. https://doi.org/10.1111/j.1540-6288.2010.00244.x
CR  - Baur, D. G. & McDermott, T. K. (2010). Is gold a safe haven? International Evidence. Journal of Banking & Finance, 34(8), 1886-1898. https://doi.org/10.1016/j.jbankfin. 2009.12.008
CR  - Beckmann, J. Berger, T. & Czudaj, R. (2015). Does gold act as a hedge or a safe haven for stocks? A smooth transition approach. Economic Modelling, 48, 16-24. https://doi.org/10.1016/j.econmod.2014.10.044
CR  - Bredin, D. Conlon, T. & Potì, V. (2015). Does gold glitter in the long-run? Gold as a hedge and safe haven across time and investment horizon. International Review of Financial Analysis, 41, 320-328. https://doi.org/10.1016/j.irfa.2015.01.010
CR  - Carrion-i-Silvestre, J. L. Kim, D. & Perron, P. (2009). GLS-based unit root tests with multiple structural breaks under both the null and the alternative hypotheses. Econometric theory, 25(6), 1754-1792. Retrieved from: https://www.jstor.org/stable/40388611
CR  - Chua, J. and Woodward, R. S. (1982). Gold as an inflation hedge: a comparative study of six major industrial countries. Journal of Business Finance & Accounting, 9(2), 191-197. https://doi.org/10.1111/j.1468-5957.1982.tb00985.x
CR  - Chua, J. H. Sick, G. & Woodward, R. S. (1990). Diversifying with gold stocks. Financial Analysts Journal, 46(4), 76-79. https://doi.org/10.2469/faj.v46.n4.76
CR  - Conover, C. M. Jensen, G. R. Johnson, R. R. & Mercer, J. M. (2009). Can precious metals make your portfolio shine? The Journal of Investing, 18(1), 75-86. https://doi.org/10,3905/JOI.2009.18.1.075
CR  - Çoşkun, Y. & Ümit, A. Ö. (2016). Türkiye’de hisse senedi ile döviz, mevduat, altın, konut piyasaları arasındaki eşbütünleşme ilişkilerinin analizi. Business & Economics Research Journal, 7(1). https://doi.org/10,20409/berj.2.016.116.804
CR  - Çevik, Z. & Zeren, F. (2014). Tarım kredilerinin finansal gelişim üzerindeki etkisinin asimetrik nedensellik testi ile incelenmesi. Yönetim ve Ekonomi Araştırmaları Dergisi, 12(24), 197-208.Erişim Adresi: https://dergipark. org.tr/en/pub/yead/issue/21807/234399
CR  - Doğru, B. & Uysal, M. (2015). Bir yatırım aracı olarak altın ile hisse senedi endeksi arasındaki ilişkinin analizi: Türkiye üzerine ampirik uygulama. Çukurova Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, 24(1), 239-254. Erişim Adresi: https://dergipark. org.tr/en/pub/cusosbil/issue/32041/354066
CR  - Fama, E. F. & Schwert, G. W. (1977). Asset returns and inflation. Journal Of Financial Economics, 5(2), 115-146. https://doi.org/10.1016/0304-405X(77)90014-9
CR  - Fisher, I. (1896). Appreciation and interest. Publications of the American Economic Association, 11(4), 1-98. Retrieved from: https://www.jstor.org/stable/2485877
CR  - Fortune, J. N. (1987). The inflation rate of the price of gold, expected prices and interest rates. Journal of Macroeconomics, 9(1), 71-82. https://doi.org/10.1016/S0164-0704(87)80007-1
CR  - Ghazali, M. F. Lean, H. H. & Bahari, Z. (2013). Is gold a hedge or a safe haven? An empırıcal evidence of gold and stocks in Malaysıa. International Journal of Business & Society, 14(3). Retrieved from: http://www.ijbs.unimas.my/repository/pdf/Vol 14No3paper7.pdf
CR  - Ghazali, M. F. Lean, H. H. & Bahari, Z. (2015). Is gold a good hedge against inflation? Empirical evidence in Malaysia. Kajian Malaysia, 33(1), 69-84. Retrieved from: https://ir.unimas.my/id/eprint/18543/1/Poverty_in_Algeria_An_institutional_cris.pdf#page=891
CR  - Gorton, G. & Rouwenhorst, K. G. (2006). Facts and fantasies about commodity futures. Financial Analysts Journal, 62(2), 47-68. https://doi.org/10.2469/faj.v62.n2.4083
CR  - Göçer, I. Mercan, M. & Peker, O. (2013). Kredi hacmi artisinin cari açiga etkisi: çoklu yapisal kirilmali esbütünlesme analizi. Ekonometri ve Istatistik Dergisi, (18), 1.Erişim Adresi: https://dergipark. org.tr/en/pub/iuekois/issue/8996/112130
CR  - Göçer, İ. & Peker, O. (2014). Yabancı doğrudan yatırımların istihdam üzerindeki etkisi: Türkiye, Çin Ve Hindistan örneğinde çoklu yapısal kırılmalı eşbütünleşme analizi. Yönetim ve Ekonomi: Celal Bayar Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, 21(1), 107-123. https://doi.org/10.18657/yecbu.24019
CR  - Gürgün, G. & Ünalmış, İ. (2014). Is gold a safe haven against equity market investment in emerging and developing countries? Finance Research Letters, 11(4), 341-348. https://doi.org/10.1016/j.frl.2014.07.003
CR  - Hacker, R. S. & Hatemi-J, A. (2006). Tests for causality between integrated variables using asymptotic and bootstrap distributions: Theory and application. Applied Economics, 38(13), 1489-1500. https://doi.org/10.1080/00036840500405763
CR  - Hammoudeh, S. Malik, F. & McAleer, M. (2011). Risk management of precious metals. The Quarterly Review of Economics and Finance, 51(4), 435-441. https://doi.org/10.1016/j.qref.2011.07.002
CR  - Harmston, S. (1998). Gold as a Store of Value. Centre for Public Policy Studies, The World Gold Council. Research Study, No. 22
CR  - Hatemi-j, A. (2012). Asymmetric causality tests with an application. Empirical Economics, 43(1), 447-456. https://doi.org/10.1007/s00181-011-0484-x
CR  - Hillier, D. Draper, P. & Faff, R. (2006). Do precious metals shine? An investment perspective. Financial Analysts Journal, 62(2), 98-106. https://doi.org/10.2469/faj.v62.n2.4085
CR  - Hood, M. & Malik, F. (2013). Is gold the best hedge and a safe haven under changing stock market volatility? Review of Financial Economics, 22(2), 47-52. https://doi.org/10.1016/j.rfe.2013.03.001
CR  - Hussin, M. Y. M. Muhammad, F. Razak, A. A. Tha, G. P. & Marwan, N. (2013). The link between gold price, oil price and ıslamic stock market: Experience from Malaysia. Journal of Studies in Social Sciences, 4(2). Retrieved from:  https://www.infinitypress.info/index.php/jsss/article/view/228
CR  - Ildirar, M. & İşçan, E. (2016). The interaction between stock prices and commodity prices: Eastern europe and central asia case. International Journal of Economics and Finance Studies, 8(2), 94-106. Retrieved from:  http://www.avekon.org/papers/1350.pdf
CR  - Iqbal, J. (2017). Does gold hedge stock market, inflation and exchange rate risks? An Econometric İnvestigation. International Review of Economics & Finance, 48, 1-17. https://doi.org/10.1016/j.iref.2016.11.005
CR  - Jaffe, J. F. (1989). Gold and gold stocks as investments for institutional portfolios. Financial Analysts Journal, 45(2), 53-59. https://doi.org/10.2469/faj.v45.n2.53
CR  - Jiang, Y. Jiang, C. Nie, H. & Mo, B. (2019). The time-varying linkages between global oil market and china’s commodity sectors: Evidence from DCC-GJR-GARCH Analyses. Energy, 166, 577-586. https://doi.org/10.1016/j.energy.2018.10.116
CR  - Joy, M. (2011). Gold and the us dollar: hedge or haven? Finance Research Letters, 8(3), 120-131. https://doi.org/10.1016/j.frl.2011.01.001
Kaul, A. & Sapp, S. (2006). Y2K fears and safe haven trading of the US Dollar. Journal Of International Money And Finance, 25(5), 760-779. https://doi.org/10.1016/j.jimonfin.2006.04.003
CR  - Koutsoyiannis, A. (1983). A short-run pricing model for a speculative asset, tested with data from the gold bullion market. Applied Economics, 15(5), 563-581. https://doi.org/10.1080/00036848300000037
CR  - Lawrence, C. (2003). Why ıs gold different from other assets? An empirical investigation. World Gold Council, London. Retrieved from:  http://www.spdrgoldshares.com/media/GLD/file/colin_lawrence_report.pdf
CR  - Maki, D. (2012). Tests for cointegration allowing for an unknown number of breaks. Economic Modelling, 29(5), 2011-2015. https://doi.org/10.1016/j.econmod.2012.04.022
CR  - Mensi, W. Hammoudeh, S. & Kang, S. H. (2015). Precious metals, cereal, oil and stock market linkages and portfolio risk management: Evidence from Saudi Arabia. Economic Modelling, 51, 340-358. https://doi.org/10.1016/j.econmod.2015.08.005
CR  - Mensi, W. Hammoudeh, S. Al-Jarrah, I. M. W. Sensoy, A. & Kang, S. H. (2017). Dynamic risk spillovers between gold, oil prices and conventional, sustainability and ıslamic equity aggregates and sectors with portfolio implications. Energy Economics, 67, 454-475. https://doi.org/10.1016/j.eneco.2017.08.031
CR  - Ming, L. Yang, S. Li, J. & Zhu, S. (2018). Does gold hedge stock market in China? Evidence from time-frequency analysis. Evidence from Time-Frequency Analysis (January 10, 2018). http://dx.doi.org/10.2139/ssrn.3099881
CR  - Nagayev, R. & Dinç, Y. (2018). Güvenli liman ve hedge araci olarak altin: Türkiye örneği. İslam Ekonomisi ve Finansı Dergisi (İEFD), 4(1), 1-15.Erişim Adresi: https://dergipark. org.tr/en/pub/jief/issue/37656/416802
CR  - Naifar, N. (2018). Exploring the dynamic links between gcc sukuk and commodity market volatility. International Journal of Financial Studies, 6(3), 72. https://doi.org/10.3390/ijfs6030072
CR  - Pindyck, R. S. (2004). Volatility and commodity price dynamics. Journal of Futures Markets: Futures,   Options, and Other Derivative Products, 24(11), 1029-1047.  https://doi.org/10.1002/fut.20120
CR  - Reboredo, J. C. (2013). Is gold a hedge or safe haven against oil price movements? Resources Policy, 38(2), 130-137. https://doi.org/10.1016/j.resourpol.2013.02.003
CR  - Reboredo, J. C. & Rivera-Castro, M. A. (2014). Can gold hedge and preserve value when the US Dollar depreciates? Economic Modelling, 39, 168-173. https://doi.org/10.1016/j.econmod.2014.02.038
CR  - Sarwar, S. Khalfaoui, R. Waheed, R. and Dastgerdi, H. G. (2019). Volatility spillovers and hedging: evidence from asian oil-importing countries. Resources Policy, 61, 479-488. https://doi.org/10.1016/j.resourpol.2018.04.010
CR  - Sensoy, A. (2013). Dynamic relationship between precious metals. Resources Policy, 38(4), 504-511. https://doi.org/10.1016/j.resourpol.2013.08.004
CR  - Śmiech, S. & Papież, M. (2017). In search of hedges and safe havens: revisiting the relations between gold and oil in the rolling regression framework. Finance Research Letters, 20, 238-244. https://doi.org/10.1016/j.frl.2016.10.006
CR  - Srinivasan, P. (2014). Gold price, stock price and exchange rate nexus: The case of India. Romanian Economic Journal, 17(52). Retrieved from:  https://ideas.repec.org/a/rej/journl/v17y2014i52p77-94.html
CR  - Tully, E. & Lucey, B. M. (2007). A power GARCH examination of the gold market. Research in International Business and Finance, 21(2), 316-325. https://doi.org/10.1016/j.ribaf.2006.07.001
CR  - Van Hoang, T. H. Lahiani, A. & Heller, D. (2016). Is gold a hedge against inflation? New evidence from a nonlinear ARDL Approach. Economic Modelling, 54, 54-66. https://doi.org/10.1016/j.econmod.2015.12.013
UR  - https://doi.org/10.25295/fsecon.903097
L1  - https://dergipark.org.tr/tr/download/article-file/1661753
ER  -