The Bias of the RSR Estimator and the Accuracy of Some Alternatives
AbstractThis paper analyzes the implications of cross-sectional heteroskedasticity in the repeat sales regression (RSR). RSR estimators are essentially geometric averages of individual asset returns because of the logarithmic transformation of price relatives. We show that the cross-sectional variance of asset returns affects the magnitude of the bias in the average return estimate for each period, while reducing the bias for the surrounding periods. It is not easy to use an approximation method to correct the bias problem. We suggest an unbiased maximum likelihood alternative to the RSR that directly estimates index returns, which we term MLRSR. The unbiased MLRSR estimators are analogous to the RSR estimators but are arithmetic averages of individual asset returns. Simulations show that these estimators are robust to time-varying cross-sectional variance and that the MLRSR may be more accurate than RSR and some alternative methods. Copyright 2002 by the American Real Estate and Urban Economics Association.
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.
As the access to this document is restricted, you may want to look for a different version under "Related research" (further below) or search for a different version of it.
Bibliographic InfoArticle provided by American Real Estate and Urban Economics Association in its journal Real Estate Economics.
Volume (Year): 30 (2002)
Issue (Month): 1 ()
Contact details of provider:
Postal: Indiana University, Kelley School of Business, 1309 East Tenth Street, Suite 738, Bloomington, Indiana 47405
Phone: (812) 855-7794
Fax: (812) 855-8679
Web page: http://www.blackwellpublishing.com/journal.asp?ref=1080-8620
More information through EDIRC
Other versions of this item:
- William N. Goetzmann & Liang Peng, 2001. "The Bias of the RSR Estimator and the Accuracy of Some Alternatives," NBER Technical Working Papers 0270, National Bureau of Economic Research, Inc.
- William Goetzmann & Liang Peng, 2001. "The Bias of the RSR Estimator and the Accuracy of Some Alternatives," Yale School of Management Working Papers ysm174, Yale School of Management, revised 01 Mar 2001.
- R2 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis
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.:
- Jesse M. Abraham & William S. Schauman, 1991. "New Evidence on Home Prices from Freddie Mac Repeat Sales," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 19(3), pages 333-352.
- Korteweg, Arthur & Kräussl, Roman & Verwijmeren, Patrick, 2013.
"Does it pay to invest in art? A selection-corrected returns perspective,"
CFS Working Paper Series
2013/18, Center for Financial Studies (CFS).
- Roman Kraussl & Arthur Korteweg & Patrick Verwijmeren, 2013. "Does it Pay to Invest in Art? A Selection-corrected Returns Perspective," LSF Research Working Paper Series 13-7, Luxembourg School of Finance, University of Luxembourg.
- Kathryn Graddy & Jonathan Hamilton & Rachel Pownall, 2012.
"Repeat‐Sales Indexes: Estimation without Assuming that Errors in Asset Returns Are Independently Distributed,"
Real Estate Economics,
American Real Estate and Urban Economics Association, vol. 40(1), pages 131-166, 03.
- Campbell, Rachel & Graddy, Kathryn & Hamilton, Jonathan, 2009. "Repeat Sales Indexes: Estimation Without Assuming that Errors in Asset Returns Are Independently Distributed," CEPR Discussion Papers 7344, C.E.P.R. Discussion Papers.
- Arthur Korteweg & Roman Kräussl & Patrick Verwijmeren, . "Does it pay to invest in Art? A Selection-corrected Returns Perspective," Tinbergen Institute Discussion Papers 13-152/IV/61, Tinbergen Institute.
- 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.
- Liang Peng, 2012. "Repeat Sales Regression on Heterogeneous Properties," The Journal of Real Estate Finance and Economics, Springer, vol. 45(3), pages 804-827, October.
- James Pesando & Pauline Shum, 2007. "The law of one price, noise and “irrational exuberance”: the auction market for Picasso prints," Journal of Cultural Economics, Springer, vol. 31(4), pages 263-277, December.
- Rainer Schulz & Martin Wersing & Axel Werwatz, 2013. "Automated Valuation Modelling: A Specification Exercise," SFB 649 Discussion Papers SFB649DP2013-046, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.
- Erdos, Péter & Ormos, Mihály, 2010. "Random walk theory and the weak-form efficiency of the US art auction prices," Journal of Banking & Finance, Elsevier, vol. 34(5), pages 1062-1076, May.
- James Bugden, 2013. "Renovations and the Repeat-Sales House Price Index," Working Papers 2013.08, School of Economics, La Trobe University.
- Erdős, Péter & Ormos, Mihály, 2012. "Pricing of collectibles: Baedeker guidebooks," Economic Modelling, Elsevier, vol. 29(5), pages 1968-1978.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Wiley-Blackwell Digital Licensing) or (Christopher F. Baum).
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 references are entirely missing, you can add them using this form.
If the full references list an item that is present in RePEc, but the system did not link 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 profile, as there may be some citations waiting for confirmation.
Please note that corrections may take a couple of weeks to filter through the various RePEc services.