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To Save or Savor: A Review of Approaches for Measuring Wine as an Investment*

Published online by Cambridge University Press:  29 October 2014

James J. Fogarty*
Affiliation:
University of Western Australia, School of Agricultural and Resource Economics, Perth, WA, Australia, 6009; Tel.: +61 8 6488 3419
Rohan Sadler
Affiliation:
Astron Environmental Services Pty., 129 Royal Street, East Perth, WA, Australia, 6004; Tel.: +61 8 9421 9684; e-mail: [email protected].
*
(corresponding author). e-mail: [email protected]

Abstract

In the literature, there is no standard approach for estimating the return to wine or testing for a portfolio risk diversification benefit from holding wine. Using auction data for Australian wine, we show that the estimation method has a material impact on the estimated wine return distribution and that the type of diversification benefit test used influences whether or not wine is found to provide a portfolio risk diversification benefit. Our results indicated that a simple modification to the hedonic model, which we call a pooled model, is an appropriate method for estimating the return to infrequently traded heterogeneous assets such as wine. Across the various approaches to testing for a risk diversification benefit, we find direct estimation of the efficient frontier with bootstrapped confidence intervals to be the most transparent and comprehensive method of illustrating wine's potential for lowering portfolio risk. (JEL Classifications: G11, C61, C13)

Type
Articles
Copyright
Copyright © American Association of Wine Economists 2014 

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Footnotes

*

The authors thank an anonymous referee for a range of helpful suggestions that improved the paper.

References

Ashenfelter, O., and Graddy, K. (2006). Art auctions. In Ginsburgh, V. A. and Throsby, D. (Eds.), Handbook of the Economics of Art and Culture. Amsterdam: Elsevier, 909945.Google Scholar
Ashenfelter, O., Ashmore, D., and Lalonde, R. (1995). Bordeaux wine vintage quality and the weather. Chance, 8, 714.Google Scholar
Bailey, M.J., Muth, R.F., and Nourse, H.O. (1963). A regression method for real estate price index construction. Journal of the American Statistical Association, 58, 33942.CrossRefGoogle Scholar
Benkard, C.L., and Bajari, P. (2005). Hedonic price indexes with unobserved product characteristics, an application to personal computers. Journal of Business & Economic Statistics, 23, 6175.Google Scholar
Blume, M. (1984). The use of “alphas” to improve performance. Journal of Portfolio Management, 11, 8692.CrossRefGoogle Scholar
Burton, J., and Jacobsen, J.P. (2001). The rate of return on wine investment. Economic Inquiry, 39, 337350.Google Scholar
Caillard, A., and Langton, S. (2001). Langton's Australian Fine Wine Buying and Investment Guide, 4th ed.Sydney: Media21.Google Scholar
Case, B., and Quigley, J.M. (1991). The dynamics of real estate prices. Review of Economics and Statistics, 73, 5058.Google Scholar
Elton, E.J., Gruber, M.J., and Padberg, M.W. (1976). Criteria for optimal portfolio selection. Journal of Finance, 31, 13411357.Google Scholar
Elton, E.J., Gruber, M.J., and Rentzler, J.C. (1987). Professionally managed, publicly traded commodity funds. Journal of Business, 60, 175199.CrossRefGoogle Scholar
Fogarty, J.J. (2006). The return to Australian fine wine. European Review of Agricultural Economics, 33, 542561.Google Scholar
Fogarty, J.J. (2010). Wine investment and portfolio diversification gains. Journal of Wine Economics, 5, 119131.CrossRefGoogle Scholar
Fogarty, J.J., and Jones, C. (2011). Return to wine: A comparison of the hedonic, repeat sales, and hybrid approaches. Australian Economic Papers, 50, 147156.CrossRefGoogle Scholar
Ginsburgh, V., Mei, J., and Moses, M. (2006). The computation of prices indices. In Ginsburgh, V.A. and Throsby, D. (Eds.), Handbook of the Economics of Art and Culture. Amsterdam: Elsevier, 947979.Google Scholar
Huberman, G., and Kandel, S. (1987). Mean-variance spanning. Journal of Finance, 42, 873888.Google Scholar
Jaeger, E. (1981). To save or savor: The rate of return to storing wine: Comment. Journal of Political Economy, 89, 584592.CrossRefGoogle Scholar
Jobson, J.D. (1982). Testing for zero intercept in multivariate normal regression using the univariate multiple-regression F-test. American Statistician, 36, 368371.Google Scholar
Jorion, P. (1985). International portfolio diversification with estimation risk. Journal of Business, 58, 259278.CrossRefGoogle Scholar
Krasker, W.S. (1979). The rate of return to storing wine. Journal of Political Economy, 87, 13631367.CrossRefGoogle Scholar
Lai, K.K., Yu, L., and Wang, S. (2006). Mean-variance-skewness-kurtosis-based portfolio optimization. Proceedings of the First International Multi-Symposiums on Computer and Computational Sciences, 2, 292–297.CrossRefGoogle Scholar
Ledoit, O., and Wolf, M. (2004). Honey, I shrunk the sample covariance matrix. Journal of Portfolio Management, 30, 110119.Google Scholar
Ledoit, O., and Wolf, M. (2008). Robust performance hypothesis testing with the Sharpe ratio. Journal of Empirical Finance, 15, 850859.Google Scholar
Markowitz, H. (1952). Portfolio selection. Journal of Finance, 7, 7791.Google Scholar
Masset, P., and Henderson, C. (2010). Wine as an alternative asset class. Journal of Wine Economics, 5, 87118.Google Scholar
Masset, P., and Weisskopf, J. 2013. Wine as an alternative asset class. In Giraud-Heraud, E. and Pichery, M. (Eds.), Wine Economics: Quantitative Studies and Empirical Applications. New York: Palgrave Macmillan, 173199.Google Scholar
Politis, D.N., and Romano, J.P. (1992). A circular block-resampling procedure for stationary data. In LePage, R. and Billard, L. (Eds.), Exploring the Limits of Bootstrap. New York: John Wiley, 263270.Google Scholar
Robinson, J. (Ed.) (1999). The Oxford Companion to Wine. Oxford: Oxford University Press.Google Scholar
Sanning, L.W., Shaffer, S., and Sharratt, J.M. (2008). Bordeaux wine as a financial investment. Journal of Wine Economics, 3, 5171.Google Scholar
Sharpe, W.F. (1963). A simplified model for portfolio analysis. Management Science, 9, 277293.CrossRefGoogle Scholar
Triplett, J. (2004). Handbook on hedonic indexes and quality adjustments in price indexes: special application to information technology products. STI Working Paper, OECD.Google Scholar
WFA. (2013). Wine industry report: expert report on the profitability and dynamics of the Australian wine industry. Report prepared for the Winemakers Federation of Australia by Centaurus Partners.Google Scholar