Retransformation bias in the adjacent art price index
AbstractThe 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
Download InfoIf you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
Bibliographic InfoPaper provided by the Association for Cultural Economics International in its series ACEI Working Paper Series with number AWP-01-2011.
Length: 12 pages
Date of creation: Jul 2011
Date of revision: Jul 2011
Retransformation; heteroskedasticity; Picasso; hedonic prices;
Find related papers by JEL classification:
- Z10 - Other Special Topics - - Cultural Economics - - - General
This paper has been announced in the following NEP Reports:
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Victor Ginsburgh & David Throsby, 2006.
"Handbook of the economics of art and culture,"
ULB Institutional Repository
2013/1673, ULB -- Universite Libre de Bruxelles.
- 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.
- Corinna Czujack, 1997. "Picasso Paintings at Auction, 1963–1994," Journal of Cultural Economics, Springer, vol. 21(3), pages 229-247, September.
- 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.
- BOCART, Fabian Y. R. P. & HAFNER, Christian, 2011. "Econometric analysis of volatile art markets," CORE Discussion Papers 2011052, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Fabian Y. R. P. Bocart & Christian M. Hafner, 2011. "Econometric analysis of volatile art markets," SFB 649 Discussion Papers SFB649DP2011-071, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.
- Fabian Y.R.P. Bocart & Christian M. Hafner, 2012. "Volatility of price indices for heterogeneous goods," SFB 649 Discussion Papers SFB649DP2012-039, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Juan Prieto-Rodriguez).
If references are entirely missing, you can add them using this form.