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Wine indices in practice: Nicely labeled but slightly corked

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  • Masset, Philippe
  • Weisskopf, Jean-Philippe

Abstract

This paper examines and compares wine price indices available on the wine market with those proposed in academia. We especially analyze the impact illiquidity has on the different indices and validate our findings using a simulation which allows us to define the biases induced by illiquidity on the statistical properties of the indices. We also propose adjustments to help market participants improve the reliability of wine indices and ultimately their decision-making. Our evidence indicates that both the volatility and the beta of fine wine is understated when estimated with existing wine index data. The true volatility and beta of the First Growths from Bordeaux appear to be close to 20%, respectively 0.45–0.60, suggesting that the diversification potential of fine wine is more limited than commonly believed.

Suggested Citation

  • Masset, Philippe & Weisskopf, Jean-Philippe, 2018. "Wine indices in practice: Nicely labeled but slightly corked," Economic Modelling, Elsevier, vol. 68(C), pages 555-569.
    • Handle: RePEc:eee:ecmode:v:68:y:2018:i:c:p:555-569
    DOI: 10.1016/j.econmod.2017.03.025
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    References listed on IDEAS

    as
    1. 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.
    2. Scholes, Myron & Williams, Joseph, 1977. "Estimating betas from nonsynchronous data," Journal of Financial Economics, Elsevier, vol. 5(3), pages 309-327, December.
    3. Ashenfelter, Orley, 1989. "How Auctions Work for Wine and Art," Journal of Economic Perspectives, American Economic Association, vol. 3(3), pages 23-36, Summer.
    4. Victor A. Ginsburgh, 1998. "Absentee Bidders and the Declining Price Anomaly in Wine Auctions," Journal of Political Economy, University of Chicago Press, vol. 106(6), pages 1302-1331, December.
    5. Masset, Philippe & Weisskopf, Jean-Philippe, 2010. "Raise Your Glass: Wine Investment And The Financial Crisis," Working Papers 90484, American Association of Wine Economists.
    6. Amir E. Khandani & Andrew W. Lo, 2011. "Illiquidity Premia in Asset Returns: An Empirical Analysis of Hedge Funds, Mutual Funds, and US Equity Portfolios," Quarterly Journal of Finance (QJF), World Scientific Publishing Co. Pte. Ltd., vol. 1(02), pages 205-264.
    7. 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.
    8. 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.
    9. Fogarty, James J. & Sadler, Rohan, 2014. "To Save or Savor: A Review of Approaches for Measuring Wine as an Investment," Journal of Wine Economics, Cambridge University Press, vol. 9(3), pages 225-248, December.
    10. Ali, Héla Hadj & Lecocq, Sébastien & Visser, Michael, 2010. "The Impact of Gurus: Parker Grades and en primeur Wine Prices," Journal of Wine Economics, Cambridge University Press, vol. 5(1), pages 22-39, April.
    11. 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.
    12. Fisher, Jeffrey D & Geltner, David M & Webb, R Brian, 1994. "Value Indices of Commercial Real Estate: A Comparison of Index Construction Methods," The Journal of Real Estate Finance and Economics, Springer, vol. 9(2), pages 137-164, September.
    13. Case, Bradford & Quigley, John M, 1991. "The Dynamics of Real Estate Prices," The Review of Economics and Statistics, MIT Press, vol. 73(1), pages 50-58, February.
    14. Lucey, Brian M. & Devine, Liam, 2015. "Was wine a premier cru investment?," Research in International Business and Finance, Elsevier, vol. 34(C), pages 33-51.
    15. Jones, Gregory V. & Storchmann, Karl-Heinz, 2001. "Wine market prices and investment under uncertainty: an econometric model for Bordeaux Crus Classes," Agricultural Economics, Blackwell, vol. 26(2), pages 115-133, November.
    16. Ross, Stephen A & Zisler, Randall C, 1991. "Risk and Return in Real Estate," The Journal of Real Estate Finance and Economics, Springer, vol. 4(2), pages 175-190, June.
    17. Geltner, David Michael, 1991. "Smoothing in Appraisal-Based Returns," The Journal of Real Estate Finance and Economics, Springer, vol. 4(3), pages 327-345, September.
    18. Rosen, Sherwin, 1974. "Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition," Journal of Political Economy, University of Chicago Press, vol. 82(1), pages 34-55, Jan.-Feb..
    19. Kelvin J. Lancaster, 1966. "A New Approach to Consumer Theory," Journal of Political Economy, University of Chicago Press, vol. 74(2), pages 132-132.
    20. 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.
    21. Masset, Philippe & Weisskopf, Jean-Philippe & Cossutta, Mathieu, 2015. "Wine Tasters, Ratings, and En Primeur Prices," Journal of Wine Economics, Cambridge University Press, vol. 10(1), pages 75-107, May.
    22. Dimson, Elroy, 1979. "Risk measurement when shares are subject to infrequent trading," Journal of Financial Economics, Elsevier, vol. 7(2), pages 197-226, June.
    23. Frederick V. Waugh, 1928. "Quality Factors Influencing Vegetable Prices," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 10(2), pages 185-196.
    24. Zvi Griliches, 1961. "Hedonic Price Indexes for Automobiles: An Econometric of Quality Change," NBER Chapters, in: The Price Statistics of the Federal Goverment, pages 173-196, National Bureau of Economic Research, Inc.
    25. 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.
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    4. Pedro Antonio Martín-Cervantes & María del Carmen Valls Martínez, 2023. "Unraveling the relationship between betas and ESG scores through the Random Forests methodology," Risk Management, Palgrave Macmillan, vol. 25(3), pages 1-29, September.
    5. Eric Le Fur & Jean-François Outreville, 2019. "Fine wine returns: a review of the literature," Journal of Asset Management, Palgrave Macmillan, vol. 20(3), pages 196-214, May.
    6. Masset, Philippe & Maurer, Frantz, 2021. "Mitigating downside risk of portfolio diversification: Wine versus other tangible assets," Economic Modelling, Elsevier, vol. 102(C).
    7. Livat, Florine & Alston, Julian M. & Cardebat, Jean-Marie, 2019. "Do denominations of origin provide useful quality signals? The case of Bordeaux wines," Economic Modelling, Elsevier, vol. 81(C), pages 518-532.
    8. Ben Ameur, Hachmi & Le Fur, Eric, 2020. "Volatility transmission to the fine wine market," Economic Modelling, Elsevier, vol. 85(C), pages 307-316.
    9. Kleine, Jens & Peschke, Thomas & Wagner, Niklas, 2021. "Collectors: Personality between consumption and investment," Journal of Behavioral and Experimental Finance, Elsevier, vol. 32(C).

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    More about this item

    Keywords

    Wine; Alternative asset; Liquidity; Monte-Carlo simulation; Repeat-sales regression;
    All these keywords.

    JEL classification:

    • C60 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - General
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • Q11 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Aggregate Supply and Demand Analysis; Prices

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