Imran, Zulfiqar Ali and Ahad, Muhammad (2021): Safe Haven or Hedge: Diversification Abilities of Asset Classes in Pakistan.
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Abstract
This study compares the safe haven properties of asset classes of real estate (house, plot and residential), gold, dollar, and oil against equity returns in Pakistan for the period January 2011-December 2020. We employ the wavelet coherence to encapsulate the overall dependence and correlation of asset classes. Our results show the dependence is weaker (stronger) in short (long) term investment horizon. We also study the potential of diversification at the tail of returns distribution by applying wavelet value-at-risk (VaR) framework that reveals the degree of co-movement between gold and equity returns greatly affects the portfolio risk followed by residential property and oil. Our findings are beneficial for the individual investor, fund managers and financial advisors looking for the optimal portfolio combination that hedge the excessive negative movements in equity returns subject to the heterogeneity in the investment horizon.
Item Type: | MPRA Paper |
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Original Title: | Safe Haven or Hedge: Diversification Abilities of Asset Classes in Pakistan |
English Title: | Safe Haven or Hedge: Diversification Abilities of Asset Classes in Pakistan |
Language: | English |
Keywords: | Equity; Real Estate; Oil; Gold, US Dollar; Diversification; Pakistan. |
Subjects: | F - International Economics > F2 - International Factor Movements and International Business > F21 - International Investment ; Long-Term Capital Movements G - Financial Economics > G1 - General Financial Markets > G11 - Portfolio Choice ; Investment Decisions G - Financial Economics > G1 - General Financial Markets > G15 - International Financial Markets Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q0 - General > Q02 - Commodity Markets |
Item ID: | 107613 |
Depositing User: | Dr Zulfiqar Ali Imran |
Date Deposited: | 08 May 2021 15:02 |
Last Modified: | 08 May 2021 15:02 |
References: | Chang, B. H., Rajput, S. K. O., Ahmed, P., & Hayat, Z. (2020). Does gold act as a hedge or a safe haven? Evidence from Pakistan. The Pakistan Development Review, 59(1), 69-80. Raza, N., Shahzad, S. J. H., Tiwari, A. K., & Shahbaz, M. (2016). Asymmetric impact of gold, oil prices and their volatilities on stock prices of emerging markets. Resources Policy, 49, 290-301. Rua, A., & Nunes, L. C. (2009). International comovement of stock market returns: A wavelet analysis. Journal of Empirical Finance, 16(4), 632-639. Markowitz, H. (1952). Modern portfolio theory. Journal of Finance, 7(11), 77-91. Tobin, J. (1958). Liquidity preference as behavior towards risk. The review of economic studies, 25(2), 65-86. Samuelson, P. A. (1967). General proof that diversification pays. Journal of Financial and Quantitative Analysis, 2(1), 1-13. Bouri, E., Shahzad, S. J. H., Roubaud, D., Kristoufek, L., & Lucey, B. (2020). Bitcoin, gold, and commodities as safe havens for stocks: New insight through wavelet analysis. The Quarterly Review of Economics and Finance, 77, 156-164. Brooks, R., & Del Negro, M. (2005). Country versus region effects in international stock returns. The Journal of Portfolio Management, 31(4), 67-72. Brooks, R., & Negro, M. D. (2006). Firm-level evidence on international stock market comovement. Review of Finance, 10(1), 69-98. Forbes, K. J., & Rigobon, R. (2002). No contagion, only interdependence: measuring stock market comovements. The journal of Finance, 57(5), 2223-2261. Yousaf, I., & Ali, S. (2020). Integration between real estate and stock markets: new evidence from Pakistan. International Journal of Housing Markets and Analysis. Candelon, B., Piplack, J., & Straetmans, S. (2008). On measuring synchronization of bulls and bears: The case of East Asia. Journal of banking & finance, 32(6), 1022-1035. Pakko, M., 2004. A spectral analysis of the cross-country consumption correlation puzzle.. Economics Letters 84, 341–347. A'Hearn, B., Woitek, U., 2001. More international evidence on the historical properties of business cycles. Journal of Monetary Economics 47, 321–346. Qureshi, F., Ismail, I., & Gee Chan, S. (2017). Mutual funds and market performance: New evidence from ASEAN markets. Investment Analysts Journal, 46(1), 61-79. Aazim, M. (2011). Gold the first choice of investors. Dawn Economic & Business Review, (September). Shahbaz, M., Tahir, M. I., Ali, I., & Rehman, I. U. (2014). Is gold investment a hedge against inflation in Pakistan? A co-integration and causality analysis in the presence of structural breaks. The North American Journal of Economics and Finance, 28, 190-205. Qureshi, S., Rehman, I. U., & Qureshi, F. (2018). Does gold act as a safe haven against exchange rate fluctuations? The case of Pakistan rupee. Journal of Policy Modeling, 40(4), 685-708. Capie, F., Mills, T. C., & Wood, G. (2005). Gold as a hedge against the dollar. Journal of International Financial Markets, Institutions and Money, 15(4), 343–352. Sjaastad, L. A. (2008). The price of gold and the exchange rates: Once again. Resources Policy, 33(2), 118–124. Sari, R., Hammoudeh, S., & Soytas, U. (2010). Dynamics of oil price, precious metal prices, and exchange rate. Energy Economics, 32(2), 351–362 Joy, M. (2011). Gold and the US dollar: Hedge or haven? Finance Research Letters, 8(3), 120–131 Pukthuanthong, K., & Roll, R. (2011). Gold and the Dollar (and the Euro, Pound, and Yen). Journal of Banking & Finance, 35(8), 2070-2083. Reboredo, J. C. (2013). Is gold a safe haven or a hedge for the US dollar? Implications for risk management. Journal of Banking & Finance, 37(8), 2665-2676. Reboredo, J. C. (2012). Modelling oil price and exchange rate co-movements. Journal of Policy Modeling, 34(3), 419-440. Reboredo, J. C., & Rivera-Castro, M. A. (2014). Can gold hedge and preserve value when the US dollar depreciates?. Economic Modelling, 39, 168-173. Apergis, N. (2014). Can gold prices forecast the Australian dollar movements?. International Review of Economics & Finance, 29, 75-82. Beckmann, J., Czudaj, R., & Pilbeam, K. (2015). Causality and volatility patterns between gold prices and exchange rates. The North American Journal of Economics and Finance, 34, 292-300. Zhang, H. J., Dufour, J. M., & Galbraith, J. W. (2016). Exchange rates and commodity prices: Measuring causality at multiple horizons. Journal of Empirical Finance, 36, 100-120. Jain, A., & Biswal, P. C. (2016). Dynamic linkages among oil price, gold price, exchange rate, and stock market in India. Resources Policy, 49, 179-185. Lee, H. C., Hsu, C. H., & Lee, Y. H. (2016). Location of trade, return comovements, and diversification benefits: Evidence from Asian country ETFs. The North American Journal of Economics and Finance, 37, 279-296. Pershin, V., Molero, J. C., & de Gracia, F. P. (2016). Exploring the oil prices and exchange rates nexus in some African economies. Journal of Policy Modeling, 38(1), 166-180. Baur, D.G., Lucey, B.M., 2010. Is gold a hedge or a safe haven? Anal. Stock. Bond. Gold Finance. Rev 45 (2), 217-229. Baur, D. G., & Glover, K. J. (2012). The destruction of a safe haven asset? Applied Finance Letters Letters, 1(1), 8-15 Bekiros, S., Boubaker, S., Nguyen, D.K., Uddin, G.S., 2017. Black swan events and safe havens: The role of gold in globally integrated emerging markets. Journal of International Money and Finance 73, 317–334. Klein, T., 2017. Dynamic correlation of precious metals and flight-to-quality in developed markets. Finance Research Letters, 23, 283-290. Gyourko, J. and Keim, D.B. (1992), “What does the stock market tell us about real estate returns?”, Real Estate Economics, Vol. 20 No. 3, pp. 457-485. Wilson, P., Okunev, J. and Ta, G. (1996), “Are real estate and securities markets integrated? Some Australian evidence”, Journal ofProperty Valuation and Investment, Vol. 14 No. 5, pp. 7-24 Quan, D.C. and Titman, S. (1999), “Do real estate prices and stock prices move together? An international analysis”, Real Estate Economics, Vol. 27 No. 2, pp. 183-207. Kopyl, K. A., & Lee, J. B. T. (2016). How safe are the safe haven assets?. Financial Markets and Portfolio Management, 30(4), 453-482. Wilson, P. and Okunev, J. (1999), “Long-term dependencies and long run non-periodic co-cycles: real estate and stock markets”, Journal ofReal Estate Research, Vol. 18 No. 2, pp. 257-278. Apergis, N. and Lambrinidis, L. (2011), “More evidence on the relationship between the stock and the real estate market”, Briefing Notes in Economics, Vol. 85. McMillan, D. (2012), “Long-run stock price-house price relation: evidence from an ESTR model”, Economics Bulletin, Vol. 32 No. 2, pp. 1737-1746 Liow, K.H. (2006), “Dynamic relationship between stock and property markets”, Applied Financial Economics, Vol. 16 No. 5, pp. 371-376. Gounopoulos, D., Kosmidou, K., Kousenidis, D. and Patsika, V. (2019), “The investigation of the dynamic linkages between real estate market and stock market in Greece”, The European Journal ofFinance, Vol. 25 No. 7, pp. 647-669. Wang, Y.C., Huang, R., Nieh, C.C., Ou, H.K. and Chi, M. (2017), “Integration between real estate market and stock market: evidence from Taiwan”, 2017 International Conference on Applied System Innovation (ICASI), IEEE, pp. 1611-1614 Umar, M., Akhtar, M. and Shafiq, M. (2019), “Impact of monetary policy on house prices: case of Pakistan”, International Journal ofHousingMarkets andAnalysis. Lucey, B. M., & Tully, E. (2006). Seasonality, risk and return in daily COMEX gold and silver data 1982–2002. Applied Financial Economics, 16(4), 319–333. Ji, Q., Zhang, D., & Zhao, Y. (2020). Searching for safe-haven assets during the COVID-19 pandemic. International Review of Financial Analysis, 71, 101526. Raza, N., Shahzad, S. J. H., Tiwari, A. K., & Shahbaz, M. (2016). Asymmetric impact of gold, oil prices and their volatilities on stock prices of emerging markets. Resources Policy, 49, 290-301. Bilal, A. R., Talib, N. B. A., Haq, I. U., Khan, M. N. A. A., & Naveed, M. (2013). How gold prices correspond to stock index: a comparative analysis of Karachi stock exchange and Bombay stock exchange. World Applied Sciences Journal, 21, 485–491. Aftab, M., Shah, S. Z. A., & Ismail, I. (2019). Does Gold Act as a Hedge or a Safe Haven against Equity and Currency in Asia?. Global Business Review, 20(1), 105-118. Berben, R.P., Jansen, W.J., 2005. Comovement in international equity markets: a sectoral view.. Journal of International Money and Finance 24, 832–857 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. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/107613 |