IDEAS home Printed from https://ideas.repec.org/p/cue/wpaper/awp-01-2011.html
   My bibliography  Save this paper

Retransformation bias in the adjacent art price index

Author

Listed:
  • Andrew M. Jones

    (Department of Economics and Related Studies, University of York, UK)

  • Roberto Zanola

    (Department of Public Policy and Public Choice, University of Eastern Piedmont, Italy)

Abstract

The literature on hedonic price indices, such as the adjacent art price index, often uses a logarithmic transformation of the price data to deal with the non-normality. However, this creates the problem of retransforming the predictions back to an economically meaningful scale. This paper investigates the impact of dealing with the retransformation problem for estimates of art market returns. The empirical results show how failure to allow for retransformation may result in a biased price index

Suggested Citation

  • Andrew M. Jones & Roberto Zanola, 2011. "Retransformation bias in the adjacent art price index," ACEI Working Paper Series AWP-01-2011, Association for Cultural Economics International, revised Jul 2011.
    • Handle: RePEc:cue:wpaper:awp-01-2011
    as

    Download full text from publisher

    File URL: http://files.culturaleconomics.org/papers/AWP-01-2011.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Victor Ginsburgh & David Throsby, 2006. "Handbook of the economics of art and culture," ULB Institutional Repository 2013/1673, ULB -- Universite Libre de Bruxelles.
    2. Corinna Czujack, 1997. "Picasso Paintings at Auction, 1963–1994," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 21(3), pages 229-247, September.
    3. V.A. Ginsburgh & D. Throsby (ed.), 2006. "Handbook of the Economics of Art and Culture," Handbook of the Economics of Art and Culture, Elsevier, edition 1, volume 1, number 1, December.
    4. Corinna Czujack, 1997. "Picasso paintings at auction, 1963-1994," ULB Institutional Repository 2013/193273, ULB -- Universite Libre de Bruxelles.
    5. Manning, Willard G., 1998. "The logged dependent variable, heteroscedasticity, and the retransformation problem," Journal of Health Economics, Elsevier, vol. 17(3), pages 283-295, June.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Bocart, Fabian Y.R.P. & Hafner, Christian M., 2012. "Econometric analysis of volatile art markets," Computational Statistics & Data Analysis, Elsevier, vol. 56(11), pages 3091-3104.
    2. Bocart, Fabian & Hafner, Christian, 2012. "Volatility of price indices for heterogeneous goods," LIDAM Discussion Papers ISBA 2012019, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
    3. Dominik Filipiak & Agata Filipowska, 2016. "Towards data oriented analysis of the art market: survey and outlook," "e-Finanse", University of Information Technology and Management, Institute of Financial Research and Analysis, vol. 12(1), pages 21-31, June.
    4. Charlin, Ventura & Cifuentes, Arturo, 2017. "On the uncertainty of art market returns," Finance Research Letters, Elsevier, vol. 21(C), pages 186-189.
    5. Shailendra Gurjar & Usha Ananthakumar, 2023. "The economics of art: price determinants and returns on investment in Indian paintings," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 50(6), pages 839-859, January.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Dominik Filipiak & Agata Filipowska, 2016. "Towards data oriented analysis of the art market: survey and outlook," "e-Finanse", University of Information Technology and Management, Institute of Financial Research and Analysis, vol. 12(1), pages 21-31, June.
    2. Andrew M. Jones & Roberto Zanola, 2015. "Does the law of one price hold in non-standard investment markets? Why selling picasso in New York is differents," ACEI Working Paper Series AWP-04-2015, Association for Cultural Economics International, revised May 2015.
    3. Vecco, Marilena & Zanola, Roberto, 2017. "Don’t let the easy be the enemy of the good. Returns from art investments: What is wrong with it?," Journal of Economic Behavior & Organization, Elsevier, vol. 140(C), pages 120-129.
    4. Prieto-Rodriguez, Juan & Vecco, Marilena, 2021. "Reading between the lines in the art market: Lack of transparency and price heterogeneity as an indicator of multiple equilibria," Economic Modelling, Elsevier, vol. 102(C).
    5. Szyszka Adrianna & Białowąs Sylwester, 2019. "Prices of works of art by living and deceased artists auctioned in Poland from 1989 to 2012," Economics and Business Review, Sciendo, vol. 5(4), pages 112-127, December.
    6. Bronwyn Coate & Tim R.L. Fry, 2012. "Better off Dead? Prices Realised for Australian Paintings Sold at Auction," ACEI Working Paper Series AWP-02-2012, Association for Cultural Economics International, revised Feb 2012.
    7. Jenny Rae Hawkins & Viplav Saini, 2014. "Returns on Indian Art during 2000-2013," ACEI Working Paper Series AWP-03-2014, Association for Cultural Economics International, revised Jun 2014.
    8. Belma Öztürkkal & Aslı Togan-Eğrican, 2020. "Art investment: hedging or safe haven through financial crises," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 44(3), pages 481-529, September.
    9. Roberto Cellini & Tiziana Cuccia, 2013. "Museum and monument attendance and tourism flow: a time series analysis approach," Applied Economics, Taylor & Francis Journals, vol. 45(24), pages 3473-3482, August.
    10. Sittichok Plaiphum & Roengchai Tansuchat, 2023. "Cultural Capital of Sea Salt Farming in Ban Laem District of Phetchaburi Province as per the Globally Important Agricultural Heritage Systems (GIAHS)," Sustainability, MDPI, vol. 15(15), pages 1-27, August.
    11. Francisco Alcalá & Miguel González‐Maestre, 2012. "Artistic Creation and Intellectual Property: A Professional Career Approach," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 21(3), pages 633-672, September.
    12. Victor Ginsburgh, 2013. "Mark Blaug and the economics of the arts," Chapters, in: Marcel Boumans & Matthias Klaes (ed.), Mark Blaug: Rebel with Many Causes, chapter 15, pages 208-224, Edward Elgar Publishing.
    13. Popovic, Milenko, 2009. "Dynamic Models of Arts Labor Supply," MPRA Paper 19397, University Library of Munich, Germany.
    14. Brunella Bruno & Emilia Garcia‐Appendini & Giacomo Nocera, 2018. "Experience and Brokerage in Asset Markets: Evidence from Art Auctions," Financial Management, Financial Management Association International, vol. 47(4), pages 833-864, December.
    15. Ginsburgh, Victor & Radermecker, Anne-Sophie & Tommasi, Denni, 2019. "The effect of experts’ opinion on prices of art works: The case of Peter Brueghel the Younger," Journal of Economic Behavior & Organization, Elsevier, vol. 159(C), pages 36-50.
    16. Marinelli, Nicoletta & Palomba, Giulio, 2011. "A model for pricing Italian Contemporary Art paintings at auction," The Quarterly Review of Economics and Finance, Elsevier, vol. 51(2), pages 212-224, May.
    17. Borowiecki, Karol Jan & Graddy, Kathryn, 2021. "Immigrant artists: Enrichment or displacement?," Journal of Economic Behavior & Organization, Elsevier, vol. 191(C), pages 785-797.
    18. Victor Ginsburgh & Jianping Mei & Michael Moses, 2006. "On the computation of art indices in art," ULB Institutional Repository 2013/7290, ULB -- Universite Libre de Bruxelles.
    19. Garay, Urbi, 2021. "Determinants of art prices and performance by movements: Long-run evidence from an emerging market," Journal of Business Research, Elsevier, vol. 127(C), pages 413-426.
    20. Ajay Agrawal & Christian Catalini & Avi Goldfarb, 2015. "Crowdfunding: Geography, Social Networks, and the Timing of Investment Decisions," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 24(2), pages 253-274, June.

    More about this item

    Keywords

    Retransformation; heteroskedasticity; Picasso; hedonic prices;
    All these keywords.

    JEL classification:

    • Z10 - Other Special Topics - - Cultural Economics - - - General

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:cue:wpaper:awp-01-2011. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Paul Crosby (email available below). General contact details of provider: https://edirc.repec.org/data/aceiiea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.