Convenient links for the estimation of hedonic price indexes:the case of unique, infrequently traded assets
AbstractHedonic methods are a prominent approach in the construction of quality-adjusted price indexes. This paper shows that the process of computing such indexes is substantially simplified if arithmetic (geometric) price indexes are computed based on exponential (log-linear) hedonic functions estimated by the Poisson pseudo maximum likelihood (ordinary least squares) method. A Monte Carlo simulation study based on housing data illustrates the convenience of the links identified and the very attractive properties of the Poisson estimator in the hedonic framework.
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Bibliographic InfoPaper provided by University of Evora, CEFAGE-UE (Portugal) in its series CEFAGE-UE Working Papers with number 2014_01.
Length: 35 pages
Date of creation: 2014
Date of revision:
Hedonic price indexes; Quality adjustment; Retransformation; House prices; Exponential regression; Poisson pseudo maximum likelihood.;
Find related papers by JEL classification:
- C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation
- C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
- E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
- R31 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Housing Supply and Markets
This paper has been announced in the following NEP Reports:
- NEP-ALL-2014-02-02 (All new papers)
- NEP-CUL-2014-02-02 (Cultural Economics)
- NEP-ECM-2014-02-02 (Econometrics)
- NEP-MAC-2014-02-02 (Macroeconomics)
- NEP-URE-2014-02-02 (Urban & Real Estate Economics)
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- Robert J. Hill & Daniel Melser, 2008. "Hedonic Imputation And The Price Index Problem: An Application To Housing," Economic Inquiry, Western Economic Association International, vol. 46(4), pages 593-609, October.
- Willard G. Manning & John Mullahy, 1999.
"Estimating Log Models: To Transform or Not to Transform?,"
NBER Technical Working Papers
0246, National Bureau of Economic Research, Inc.
- Manning, Willard G. & Mullahy, John, 2001. "Estimating log models: to transform or not to transform?," Journal of Health Economics, Elsevier, vol. 20(4), pages 461-494, July.
- J. M. C. Santos Silva & Silvana Tenreyro, 2011.
"poisson: Some convergence issues,"
StataCorp LP, vol. 11(2), pages 215-225, June.
- Stephen Malpezzi & Gregory H. Chun & Richard K. Green, 1998. "New Place-to-Place Housing Price Indexes for U.S. Metropolitan Areas, and Their Determinants," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 26(2), pages 235-274.
- Diewert, Erwin, 2011. "Alternative Approaches to Measuring House Price Inflation," Economics working papers erwin_diewert-2011-1, Vancouver School of Economics, revised 07 Jan 2011.
- Dorsey, Robert E. & Hu, Haixin & Mayer, Walter J. & Wang, Hui-chen, 2010. "Hedonic versus repeat-sales housing price indexes for measuring the recent boom-bust cycle," Journal of Housing Economics, Elsevier, vol. 19(2), pages 75-93, June.
- Olivier Chanel & Louis-André Gérard-Varlet & Victor Ginsburgh, 1996.
"The relevance of hedonic price indices: the case of paintings,"
ULB Institutional Repository
2013/1715, ULB -- Universite Libre de Bruxelles.
- 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.
- Hugo J. Reis & J.M.C.Santos Silva, 2002.
"Hedonic Prices Indexes for New Passenger Cars in Portugal (1997-2001),"
Economic Bulletin and Financial Stability Report Articles,
Banco de Portugal, Economics and Research Department.
- Reis, Hugo J. & Santos Silva, J.M.C., 2006. "Hedonic prices indexes for new passenger cars in Portugal (1997-2001)," Economic Modelling, Elsevier, vol. 23(6), pages 890-908, December.
- Hugo J. Reis & J.M.C. Santos Silva, 2003. "Hedonic Prices Indexes for New Passenger Cars in Portugal (1997- 2001)," Econometrics 0303003, EconWPA.
- Hugo J. Reis & J.M.C.Santos Silva, 2002. "Hedonic Prices Indexes for New Passenger Cars in Portugal (1997-2001)," Working Papers w200210, Banco de Portugal, Economics and Research Department.
- Ariel Pakes, 2002.
"A Reconsideration of Hedonic Price Indices with an Application to PC's,"
NBER Working Papers
8715, National Bureau of Economic Research, Inc.
- Ariel Pakes, 2003. "A Reconsideration of Hedonic Price Indexes with an Application to PC's," American Economic Review, American Economic Association, vol. 93(5), pages 1578-1596, December.
- James J. Fogarty & Callum Jones, 2011.
"Return To Wine: A Comparison Of The Hedonic, Repeat Sales And Hybrid Approaches,"
Australian Economic Papers,
Wiley Blackwell, vol. 50(4), pages 147-156, December.
- Fogarty, James Joseph & Jones, Callum, 2011. "Return to wine: A comparison of the hedonic, repeat sales, and hybrid approaches," Working Papers 108668, University of Western Australia, School of Agricultural and Resource Economics.
- Wooldridge, Jeffrey M, 1992.
"Some Alternatives to the Box-Cox Regression Model,"
International Economic Review,
Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 33(4), pages 935-55, November.
- Patrick Georges & Aylin Seçkin, 2012. "Auction Prices of Classical Music Manuscripts – A Hedonic Approach," Working Papers 1202E, University of Ottawa, Department of Economics.
- Stevenson, Simon, 2004. "New empirical evidence on heteroscedasticity in hedonic housing models," Journal of Housing Economics, Elsevier, vol. 13(2), pages 136-153, June.
- Collins, Alan & Scorcu, Antonello & Zanola, Roberto, 2009. "Reconsidering hedonic art price indexes," Economics Letters, Elsevier, vol. 104(2), pages 57-60, August.
- Nauro F. Campos & Renata Leite Barbosa, 2009.
"Paintings and numbers: an econometric investigation of sales rates, prices, and returns in Latin American art auctions,"
Oxford Economic Papers,
Oxford University Press, vol. 61(1), pages 28-51, January.
- Campos, Nauro F & Leite Barbosa, Renata, 2008. "Paintings and Numbers: An Econometric Investigation of Sales Rates, Prices and Returns in Latin American Art Auctions," IZA Discussion Papers 3445, Institute for the Study of Labor (IZA).
- Barbosa, Renata Leite & Campos, Nauro F, 2008. "Paintings and Numbers: An Econometric Investigation of Sales Rates, Prices and Returns in Latin American Art Auctions," CEPR Discussion Papers 6806, C.E.P.R. Discussion Papers.
- Kathryn Graddy & Orley Ashenfelter, 2002.
"Auctions and the Price of Art,"
Economics Series Working Papers
131, University of Oxford, Department of Economics.
- Anglin, Paul M & Gencay, Ramazan, 1996. "Semiparametric Estimation of a Hedonic Price Function," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 633-48, Nov.-Dec..
- M. Fletcher & P. Gallimore & J. Mangan, 2000. "Heteroscedasticity in hedonic house price models," Journal of Property Research, Taylor & Francis Journals, vol. 17(2), pages 93-108, January.
- José M.R. Murteira & Joaquim J.S. Ramalho, 2013. "Regression Analysis of Multivariate Fractional Data," CEFAGE-UE Working Papers 2013_05, University of Evora, CEFAGE-UE (Portugal).
- Olivier Chanel & Louis-André Gérard-Varet & Victor Ginsburgh, 1996.
"The relevance of hedonic price indices,"
Journal of Cultural Economics,
Springer, vol. 20(1), pages 1-24, March.
- Robert J. Hill, 2013. "Hedonic Price Indexes For Residential Housing: A Survey, Evaluation And Taxonomy," Journal of Economic Surveys, Wiley Blackwell, vol. 27(5), pages 879-914, December.
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