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Dynamics of fine wine and asset prices: evidence from short- and long-run co-movements

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  • B. Faye
  • E. Le Fur
  • S. Prat

Abstract

This article examines short- and long-term price linkages among the majority of fine wine and equity markets over the period of 2003 to 2012. We do not consider the price index (LIV-EX 100 or 500), as is typically undertaken in previous studies, but rather examine the auction price series of the world's most traded wine-vintage pairs (5 Bordeaux first growth, 8 Bordeaux second growth, 5 Burgundy, 3 Rhone, 4 Italian, 5 Californian, 1 Australian and 1 Portuguese). A global equity index is also included using the Morgan Stanley Capital International World. Cointegration procedures, the Granger non-causality test, and ECM are used to analyse short- and long-run relationships among these markets. The results indicate a strong effect of financial markets on wine prices and short-term causality for certain wines. Moreover, the findings indicate short-run causality between the wines themselves, revealing a leader (exogenous) or follower (endogenous) status of certain fine wines in price dynamics, and also long-run causality for endogenous wines. This approach is relevant to portfolio diversification strategies and allows price movements to be anticipated more accurately than using an index approach.

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  • B. Faye & E. Le Fur & S. Prat, 2015. "Dynamics of fine wine and asset prices: evidence from short- and long-run co-movements," Applied Economics, Taylor & Francis Journals, vol. 47(29), pages 3059-3077, June.
  • Handle: RePEc:taf:applec:v:47:y:2015:i:29:p:3059-3077
    DOI: 10.1080/00036846.2015.1011321
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    1. Toda, Hiro Y & Phillips, Peter C B, 1993. "Vector Autoregressions and Causality," Econometrica, Econometric Society, vol. 61(6), pages 1367-1393, November.
    2. Hilger, James & Rafert, Greg & Villas-Boas, Sofia Berto, 2007. "Expert Opinion and the Demand for Experience Goods: An Experimental Approach," CUDARE Working Papers 6055, University of California, Berkeley, Department of Agricultural and Resource Economics.
    3. Chris Brooks & Marcel Prokopczuk, 2013. "The dynamics of commodity prices," Quantitative Finance, Taylor & Francis Journals, vol. 13(4), pages 527-542, March.
    4. Sanning, Lee W. & Shaffer, Sherrill & Sharratt, Jo Marie, 2008. "Bordeaux Wine as a Financial Investment," Journal of Wine Economics, Cambridge University Press, vol. 3(1), pages 51-71, April.
    5. Ginsburgh, Victor & Jeanfils, Philippe, 1995. "Long-term comovements in international markets for paintings," European Economic Review, Elsevier, vol. 39(3-4), pages 538-548, April.
    6. Krasker, William S, 1979. "The Rate of Return to Storing Wines," Journal of Political Economy, University of Chicago Press, vol. 87(6), pages 1363-1367, December.
    7. Helen Higgs & Andrew Worthington, 2004. "Transmission of returns and volatility in art markets: a multivariate GARCH analysis," Applied Economics Letters, Taylor & Francis Journals, vol. 11(4), pages 217-222.
    8. Toda, Hiro Y. & Yamamoto, Taku, 1995. "Statistical inference in vector autoregressions with possibly integrated processes," Journal of Econometrics, Elsevier, vol. 66(1-2), pages 225-250.
    9. Jaeger, Elizabeth, 1981. "To Save or Savor: The Rate of Return to Storing Wine: Comment," Journal of Political Economy, University of Chicago Press, vol. 89(3), pages 584-592, June.
    10. Paolo Roma & Giuseppe Di Martino & Giovanni Perrone, 2013. "What to show on the wine labels: a hedonic analysis of price drivers of Sicilian wines," Applied Economics, Taylor & Francis Journals, vol. 45(19), pages 2765-2778, July.
    11. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    12. Céline Nauges & Héla Hadj Ali, 2003. "Vente en primeur et investissement : une étude sur les grands crus de Bordeaux," Économie et Prévision, Programme National Persée, vol. 159(3), pages 93-103.
    13. Kourtis, Apostolos & Markellos, Raphael N. & Psychoyios, Dimitris, 2012. "Wine price risk management: International diversification and derivative instruments," International Review of Financial Analysis, Elsevier, vol. 22(C), pages 30-37.
    14. James Hilger & Greg Rafert & Sofia Villas-Boas, 2011. "Expert Opinion and the Demand for Experience Goods: An Experimental Approach in the Retail Wine Market," The Review of Economics and Statistics, MIT Press, vol. 93(4), pages 1289-1296, November.
    15. R.P. Byron & O. Ashenfelter, 1995. "Predicting the Quality of an Unborn Grange," The Economic Record, The Economic Society of Australia, vol. 71(1), pages 40-53, March.
    16. 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.
    17. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    18. James Joseph Fogarty, 2006. "The return to Australian fine wine," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 33(4), pages 542-561, December.
    19. Masset, Philippe & Henderson, Caroline, 2010. "Wine as an Alternative Asset Class," Journal of Wine Economics, Cambridge University Press, vol. 5(1), pages 87-118, April.
    20. MacKinnon, James G & Haug, Alfred A & Michelis, Leo, 1999. "Numerical Distribution Functions of Likelihood Ratio Tests for Cointegration," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 14(5), pages 563-577, Sept.-Oct.
    21. Cardebat, Jean-Marie & Figuet, Jean-Marc & Paroissien, Emmanuel, 2014. "Expert Opinion and Bordeaux Wine Prices: An Attempt to Correct Biases in Subjective Judgments," Journal of Wine Economics, Cambridge University Press, vol. 9(3), pages 282-303, December.
    22. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    23. Johansen, Soren, 1995. "Likelihood-Based Inference in Cointegrated Vector Autoregressive Models," OUP Catalogue, Oxford University Press, number 9780198774501, Decembrie.
    24. Schnabel Hubert & Storchmann Karl, 2010. "Prices as Quality Signals: Evidence from the Wine Market," Journal of Agricultural & Food Industrial Organization, De Gruyter, vol. 8(1), pages 1-23, February.
    25. Burton, Benjamin J & Jacobsen, Joyce P, 2001. "The Rate of Return on Investment in Wine," Economic Inquiry, Western Economic Association International, vol. 39(3), pages 337-350, July.
    26. John W. Haeger & Karl Storchmann, 2006. "Prices of American Pinot Noir wines: climate, craftsmanship, critics," Agricultural Economics, International Association of Agricultural Economists, vol. 35(1), pages 67-78, July.
    27. Byron, R P & Ashenfelter, Orley, 1995. "Predicting the Quality of an Unborn Grange," The Economic Record, The Economic Society of Australia, vol. 71(212), pages 40-53, March.
    28. Andrew C. Worthington & Helen Higgs, 2003. "Art as an investment: Short and long-term comovements in major painting markets," Empirical Economics, Springer, vol. 28(4), pages 649-668, November.
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    Cited by:

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    3. Masset, Philippe & Weisskopf, Jean-Philippe & Cardebat, Jean-Marie & Faye, Benoît & Le Fur, Eric, 2021. "Analyzing the risks of an illiquid and global asset: The case of fine wine," The Quarterly Review of Economics and Finance, Elsevier, vol. 82(C), pages 1-25.
    4. Hachmi Ben Ameur & Eric Le Fur & Julien Pillot, 2023. "The Influence of Economic Policy Uncertainty and Business Cycles on Fine Wine Prices," Computational Economics, Springer;Society for Computational Economics, vol. 62(2), pages 589-608, August.
    5. Adrian Fernandez-Perez & Bart Frijns & Alireza Tourani-Rad & Jean-Philippe Weisskopf, 2019. "Behavioural heterogeneity in wine investments," Applied Economics, Taylor & Francis Journals, vol. 51(30), pages 3236-3255, June.
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    7. Bouri, Elie & Gupta, Rangan & Wong, Wing-Keung & Zhu, Zhenzhen, 2018. "Is wine a good choice for investment?," Pacific-Basin Finance Journal, Elsevier, vol. 51(C), pages 171-183.
    8. Du, Shaofu & Chen, Yuan & Peng, Jing & Nie, Tengfei, 2022. "Incorporating risk fairness concerns into wine futures under quality uncertainty," Omega, Elsevier, vol. 113(C).
    9. Samitas, Aristeidis & Papathanasiou, Spyros & Koutsokostas, Drosos & Kampouris, Elias, 2022. "Volatility spillovers between fine wine and major global markets during COVID-19: A portfolio hedging strategy for investors," International Review of Economics & Finance, Elsevier, vol. 78(C), pages 629-642.
    10. Stephen Bazen & Jean-marie Cardebat, 2022. "Why have Bordeaux wine prices become so difficult to forecast?," Economics Bulletin, AccessEcon, vol. 42(1), pages 124-142.
    11. Dubois, Magalie, 2021. "The market for wine quality evaluation: evolution and future perspectives," Working Papers 321855, American Association of Wine Economists.
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    13. Algieri, Bernardina & Iania, Leonardo & Leccadito, Arturo & Meloni, Giulia, 2023. "Message in a Bottle: Forecasting wine prices," LIDAM Discussion Papers LFIN 2023004, Université catholique de Louvain, Louvain Finance (LFIN).
    14. Lennon, Conor & Shohfi, Tom, 2021. "Unbridled spirit: Illicit markets for bourbon whiskey," Journal of Economic Behavior & Organization, Elsevier, vol. 191(C), pages 1025-1045.
    15. Ben Ameur, Hachmi & Le Fur, Eric, 2020. "Volatility transmission to the fine wine market," Economic Modelling, Elsevier, vol. 85(C), pages 307-316.
    16. Cardebat, Jean-Marie & Jiao, Linda, 2018. "The long-term financial drivers of fine wine prices: The role of emerging markets," The Quarterly Review of Economics and Finance, Elsevier, vol. 67(C), pages 347-361.
    17. Veronica Sanda Chedea & Ana-Maria Drăgulinescu & Liliana Lucia Tomoiagă & Cristina Bălăceanu & Maria Lucia Iliescu, 2021. "Climate Change and Internet of Things Technologies—Sustainable Premises of Extending the Culture of the Amurg Cultivar in Transylvania—A Use Case for Târnave Vineyard," Sustainability, MDPI, vol. 13(15), pages 1-28, July.
    18. Hachmi Ben Ameur & Zied Ftiti & Eric Le Fur, 2024. "What can we learn from the analysis of the fine wines market efficiency?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 29(1), pages 703-718, January.
    19. Fur, Eric Le, 2021. "Fine Wines in a Diversified Portfolio of Collectibles," 2021 Conference, August 17-31, 2021, Virtual 315852, International Association of Agricultural Economists.

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