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Do U.S. Paintings Follow the CAPM? Findings Disaggregated by Subject, Artist, and Value of the Work

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  • Richard J. Agnello

    (Department of Economics,University of Delaware)

Abstract

This paper investigates to what extent paintings by U.S. artists born before WWII can be treated like capital assets, and whether the findings are specific to artist, subject matter, and value of the work. The capital asset pricing model (CAPM) in its standard static form is applied to painting returns from 1971 to 1996. Price indices and returns for various groupings of paintings derived from large sample hedonic regressions are used to test alternative forms of the standard CAPM. In the first stage time series estimation, betas for various data groupings are computed to test the degree to which the CAPM explains returns. In general the CAPM signals no factors other than market risk which might explain painting returns. Betas generaly are found to be below one with high priced works having betas close to zero and sometimes negative. U. S. paintings appear to have little systematic risk, and thus may provide useful diversification. In a second stage test of the CAPM the computed betas are treated as a long run characteristic accounting for excess returns of the asset. In this cross sectional re-estimation, little support is found for the consistency of the CAPM although high priced paintings show some support. U. S. paintings appear to follow the CAPM to a degree similar to that of traditional capital assets, and thus behave like capital assets regardless of investment desirability. For high value works the CAPM conformity is strongest and diversification value the highest.

Suggested Citation

  • Richard J. Agnello, 2006. "Do U.S. Paintings Follow the CAPM? Findings Disaggregated by Subject, Artist, and Value of the Work," Working Papers 06-02, University of Delaware, Department of Economics.
  • Handle: RePEc:dlw:wpaper:06-02
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    1. Sebastian Edwards, 2004. "The Economics of Latin American Art: Creativity Patterns and Rates of Return," NBER Working Papers 10302, National Bureau of Economic Research, Inc.
    2. Hui Guo, 2004. "A rational pricing explanation for the failure of CAPM," Review, Federal Reserve Bank of St. Louis, vol. 86(May), pages 23-34.
    3. Benjamin J. Burton & Joyce P. Jacobsen, 1999. "Measuring Returns on Investments in Collectibles," Journal of Economic Perspectives, American Economic Association, vol. 13(4), pages 193-212, Fall.
    4. Sebastian Edwards, 2004. "The Economics of Latin American Art: Creativity Patterns and Rates of Return," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Spring 20), pages 1-35, January.
    5. Goetzmann, William N. & Jones, Peter W. & Maggioni, Mauro & Walden, Johan, 2016. "Beauty is in the bid of the beholder: An empirical basis for style," Research in Economics, Elsevier, vol. 70(3), pages 388-402.
    6. Baumol, William J, 1986. "Unnatural Value: Or Art Investment as Floating Crap Game," American Economic Review, American Economic Association, vol. 76(2), pages 10-14, May.
    7. Douglas Hodgson & Keith Vorkink, 2004. "Asset pricing theory and the valuation of Canadian paintings," Canadian Journal of Economics, Canadian Economics Association, vol. 37(3), pages 629-655, August.
    8. Jianping Mei & Michael Moses, 2002. "Art as an Investment and the Underperformance of Masterpieces," American Economic Review, American Economic Association, vol. 92(5), pages 1656-1668, December.
    9. Campbell, John Y, 1993. "Intertemporal Asset Pricing without Consumption Data," American Economic Review, American Economic Association, vol. 83(3), pages 487-512, June.
    10. Anderson, Robert C, 1974. "Paintings as an Investment," Economic Inquiry, Western Economic Association International, vol. 12(1), pages 13-26, March.
    11. Richard J. Agnello, 2002. "Investment Returns and Risk for Art: Evidence from Auctions of American Paintings," Eastern Economic Journal, Eastern Economic Association, vol. 28(4), pages 443-463, Fall.
    12. Olivier Chanel & Louis-André Gérard-Varet & Victor Ginsburgh, 1996. "The relevance of hedonic price indices," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 20(1), pages 1-24, March.
    13. Merton, Robert C, 1973. "An Intertemporal Capital Asset Pricing Model," Econometrica, Econometric Society, vol. 41(5), pages 867-887, September.
    14. Harry Markowitz, 1952. "Portfolio Selection," Journal of Finance, American Finance Association, vol. 7(1), pages 77-91, March.
    15. Goetzmann, William N, 1993. "Accounting for Taste: Art and the Financial Markets over Three Centuries," American Economic Review, American Economic Association, vol. 83(5), pages 1370-1376, December.
    16. Hellmanzik, Christiane, 2016. "Historic art exhibitions and modern - day auction results," Research in Economics, Elsevier, vol. 70(3), pages 421-430.
    17. Orley Ashenfelter & Kathryn Graddy, 2003. "Auctions and the Price of Art," Journal of Economic Literature, American Economic Association, vol. 41(3), pages 763-787, September.
    18. William F. Sharpe, 1964. "Capital Asset Prices: A Theory Of Market Equilibrium Under Conditions Of Risk," Journal of Finance, American Finance Association, vol. 19(3), pages 425-442, September.
    19. Douglas J. Hodgson & Keith P. Vorkink, 2004. "Asset pricing theory and the valuation of Canadian paintings," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 37(3), pages 629-655, August.
    20. Chanel, O. & Gerard, L.A. & Ginsburgh, V., 1992. "The Relevence of Hedonic Price Indices the Case of Paintings," G.R.E.Q.A.M. 92a19, Universite Aix-Marseille III.
    21. Bruno Frey, 1997. "Art Markets and Economics: Introduction," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 21(3), pages 165-173, September.
    22. Pesando, James E, 1993. "Art as an Investment: The Market for Modern Prints," American Economic Review, American Economic Association, vol. 83(5), pages 1075-1089, December.
    23. Stein, John Picard, 1977. "The Monetary Appreciation of Paintings," Journal of Political Economy, University of Chicago Press, vol. 85(5), pages 1021-1035, October.
    24. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    25. Eugene F. Fama & Kenneth R. French, 2004. "The Capital Asset Pricing Model: Theory and Evidence," Journal of Economic Perspectives, American Economic Association, vol. 18(3), pages 25-46, Summer.
    26. Richard Agnello & Renée Pierce, 1996. "Financial returns, price determinants, and genre effects in American art investment," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 20(4), pages 359-383, December.
    27. Levy, Haim, 1978. "Equilibrium in an Imperfect Market: A Constraint on the Number of Securities in the Portfolio," American Economic Review, American Economic Association, vol. 68(4), pages 643-658, September.
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    Cited by:

    1. Itaya, Jun-ichi & Ursprung, Heinrich W., 2016. "Price and death: modeling the death effect in art price formation," Research in Economics, Elsevier, vol. 70(3), pages 431-445.
    2. H. Dieter Dahlhoff & Tim Verriet, 2021. "Drivers of Buying Contemporary Art – Investoren und Family Offices als Marktakteure," Springer Books, in: Markt und Marketing der Contemporary Art, pages 173-247, Springer.
    3. Hellmanzik, Christiane, 2016. "Historic art exhibitions and modern - day auction results," Research in Economics, Elsevier, vol. 70(3), pages 421-430.
    4. Richard Agnello & Xiaowen Xu, 2006. "Art Prices and Race: Paintings by African American Artists and Their White Contemporaries," Working Papers 06-06, University of Delaware, Department of Economics.

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    More about this item

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • Z11 - Other Special Topics - - Cultural Economics - - - Economics of the Arts and Literature

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