Financialization, crisis and commodity correlation dynamics
Stronger investor interest in commodities may create closer integration with conventional asset markets. We estimate sudden and gradual changes in correlation between stocks, bonds and commodity futures returns driven by observable financial variables and time, using double smooth transition conditional correlation (DSTCC–GARCH) models. Most correlations begin the 1990s near zero but closer integration emerges around the early 2000s and reaches peaks during the recent crisis. Diversification benefits to investors across equity, bond and stock markets were significantly reduced. Increases in VIX and financial traders’ short open interest raise futures returns volatility for many commodities. Higher VIX also increases commodity returns correlation with equity returns for about half the pairs, indicating closer integration.
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Volume (Year): 24 (2013)
Issue (Month): C ()
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Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Deaton, A. & Laroque, G., 1989.
"On The Behavior Of Commodity Prices,"
145, Princeton, Woodrow Wilson School - Development Studies.
- Pindyck, Robert S, 1993.
"The Present Value Model of Rational Commodity Pricing,"
Royal Economic Society, vol. 103(418), pages 511-530, May.
- Robert S. Pindyck, 1992. "The Present Value Model of Rational Commodity Pricing," NBER Working Papers 4083, National Bureau of Economic Research, Inc.
- Pindyck, Robert S., 1991. "The present value model of rational commodity pricing," Working papers 3354-91., Massachusetts Institute of Technology (MIT), Sloan School of Management.
- Daskalaki, Charoula & Skiadopoulos, George, 2011. "Should investors include commodities in their portfolios after all? New evidence," Journal of Banking & Finance, Elsevier, vol. 35(10), pages 2606-2626, October.
- Gary Gorton & Fumio Hayashi & K. Rouwenhorst, 2007.
"The Fundamentals of Commodity Futures Returns,"
Yale School of Management Working Papers
amz2605, Yale School of Management, revised 01 Oct 2008.
- Coudert, Virginie & Gex, Mathieu, 2008.
"Does risk aversion drive financial crises? Testing the predictive power of empirical indicators,"
Journal of Empirical Finance,
Elsevier, vol. 15(2), pages 167-184, March.
- V. Coudert & M. Gex, 2008. "Does risk aversion drive financial crises? Testing the predictive power of empirical indicators," Post-Print halshs-00321667, HAL.
- Virginie Coudert & Mathieu Gex, 2007. "Does Risk Aversion Drive Financial Crises? Testing the Predictive Power of Empirical Indicators," Working Papers 2007-02, CEPII research center.
- Kroner, Kenneth F & Ng, Victor K, 1998. "Modeling Asymmetric Comovements of Asset Returns," Review of Financial Studies, Society for Financial Studies, vol. 11(4), pages 817-844.
- Bryan Routledge & Duane Seppi & Chester Spatt, "undated".
"Equilibrium Forward Curves for Commodities,"
GSIA Working Papers
1997-50, Carnegie Mellon University, Tepper School of Business.
- Vansteenkiste, Isabel, 2009. "How important are common factors in driving non-fuel commodity prices? A dynamic factor analysis," Working Paper Series 1072, European Central Bank.
- Jeffrey A Frankel & Andrew K Rose, 2010.
"Determinants of Agricultural and Mineral Commodity Prices,"
RBA Annual Conference Volume,
in: Renée Fry & Callum Jones & Christopher Kent (ed.), Inflation in an Era of Relative Price Shocks
Reserve Bank of Australia.
- Frankel, Jeffrey A. & Rose, Andrew K., 2010. "Determinants of Agricultural and Mineral Commodity Prices," Scholarly Articles 4450126, Harvard Kennedy School of Government.
- Frankel, Jeffrey & Rose, Andrew K., 2010. "Determinants of Agricultural and Mineral Commodity Prices," Working Paper Series rwp10-038, Harvard University, John F. Kennedy School of Government.
- Tse, Y K & Tsui, Albert K C, 2002. "A Multivariate Generalized Autoregressive Conditional Heteroscedasticity Model with Time-Varying Correlations," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(3), pages 351-362, July.
- Annastiina Silvennoinen & Timo Teräsvirta, 2009.
"Modeling Multivariate Autoregressive Conditional Heteroskedasticity with the Double Smooth Transition Conditional Correlation GARCH Model,"
Journal of Financial Econometrics,
Society for Financial Econometrics, vol. 7(4), pages 373-411, Fall.
- Annastiina Silvennoinen & Timo Teräsvirta, 2008. "Modelling Multivariate Autoregressive Conditional Heteroskedasticity with the Double Smooth Transition Conditional Correlation GARCH Model," CREATES Research Papers 2008-05, Department of Economics and Business Economics, Aarhus University.
- Silvennoinen, Annastiina & Teräsvirta, Timo, 2007. "Modelling Multivariate Autoregressive Conditional Heteroskedasticity with the Double Smooth Transition Conditional Correlation GARCH model," SSE/EFI Working Paper Series in Economics and Finance 0652, Stockholm School of Economics.
- Robert S. Pindyck & Julio J. Rotemberg, 1988.
"The Excess Co-Movement of Commodity Prices,"
NBER Working Papers
2671, National Bureau of Economic Research, Inc.
- Pelletier, Denis, 2006.
"Regime switching for dynamic correlations,"
Journal of Econometrics,
Elsevier, vol. 131(1-2), pages 445-473.
- Denis Pelletier, 2004. "Regime Switching for Dynamic Correlations," Econometric Society 2004 North American Summer Meetings 230, Econometric Society.
- Geert Bekaert & Campbell R. Harvey & Christian T. Lundblad & Stephan Siegel, 2010.
"What Segments Equity Markets?,"
National Bank of Poland Working Papers
76, National Bank of Poland, Economic Institute.
- Geert Bekaert & Campbell R. Harvey & Christian Lundblad & Stephan Siegel, 2009. "What Segments Equity Markets?," NBER Working Papers 14802, National Bureau of Economic Research, Inc.
- Bekaert, Geert & Harvey, Campbell & Lundblad, Christian T & Siegel, Stephan, 2010. "What Segments Equity Markets?," CEPR Discussion Papers 8142, C.E.P.R. Discussion Papers.
- Dietrich Domanski & Alexandra Heath, 2007. "Financial investors and commodity markets," BIS Quarterly Review, Bank for International Settlements, pages -, March.
- Albert S. Kyle, 2001. "Contagion as a Wealth Effect," Journal of Finance, American Finance Association, vol. 56(4), pages 1401-1440, 08.
- Cheung, C. Sherman & Miu, Peter, 2010. "Diversification benefits of commodity futures," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 20(5), pages 451-474, December.
- Ing-Haw Cheng & Andrei Kirilenko & Wei Xiong, 2012.
"Convective Risk Flows in Commodity Futures Markets,"
NBER Working Papers
17921, National Bureau of Economic Research, Inc.
- Ing-Haw Cheng & Andrei Kirilenko & Wei Xiong, 2015. "Convective Risk Flows in Commodity Futures Markets," Review of Finance, European Finance Association, vol. 19(5), pages 1733-1781.
- Hong, Harrison & Yogo, Motohiro, 2012.
"What does futures market interest tell us about the macroeconomy and asset prices?,"
Journal of Financial Economics,
Elsevier, vol. 105(3), pages 473-490.
- Harrison Hong & Motohiro Yogo, 2011. "What Does Futures Market Interest Tell Us about the Macroeconomy and Asset Prices?," NBER Working Papers 16712, National Bureau of Economic Research, Inc.
- Wai Mun Fong & Kim Hock See, 2001. "Modelling the conditional volatility of commodity index futures as a regime switching process," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(2), pages 133-163.
- Annastiina Silvennoinen & Timo Teräsvirta, 2015.
"Modeling Conditional Correlations of Asset Returns: A Smooth Transition Approach,"
Taylor & Francis Journals, vol. 34(1-2), pages 174-197, February.
- Annastiina Silvennoinen & Timo Teräsvirta, 2012. "Modelling conditional correlations of asset returns: A smooth transition approach," CREATES Research Papers 2012-09, Department of Economics and Business Economics, Aarhus University.
- Sheppard, Kevin & Cappiello, Lorenzo & Engle, Robert F., 2003.
"Asymmetric dynamics in the correlations of global equity and bond returns,"
Working Paper Series
0204, European Central Bank.
- Lorenzo Cappiello & Robert F. Engle & Kevin Sheppard, 2006. "Asymmetric Dynamics in the Correlations of Global Equity and Bond Returns," Journal of Financial Econometrics, Society for Financial Econometrics, vol. 4(4), pages 537-572.
- Vivian, Andrew & Wohar, Mark E., 2012. "Commodity volatility breaks," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 22(2), pages 395-422.
- Murray Carlson & Zeigham Khokher & Sheridan Titman, 2006.
"Equilibrium Exhaustible Resource Price Dynamics,"
NBER Working Papers
12000, National Bureau of Economic Research, Inc.
- Ke Tang & Wei Xiong, 2010. "Index Investment and Financialization of Commodities," NBER Working Papers 16385, National Bureau of Economic Research, Inc.
- Jörg Mayer, 2009. "The Growing Interdependence Between Financial And Commodity Markets," UNCTAD Discussion Papers 195, United Nations Conference on Trade and Development.
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