Using Frontier Models to Mitigate Omitted Variable Bias in Hedonic Pricing Models: A Case Study for Air Quality in Bogotá, Colombia
AbstractHedonic pricing models use property value differentials to value changes in environmental quality. If unmeasured quality attributes of residential properties are correlated with an environmental quality measure of interest, conventional methods for estimating implicit prices will be biased. Because many unmeasured quality measures tend to be asymmetrically distributed across properties, it may be possible to mitigate this bias by estimating a heteroskedastic frontier regression model. This approach is demonstrated for a hedonic price function that values air quality in Bogotá, Colombia.
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 UNIVERSIDAD DE LOS ANDES-CEDE in its series DOCUMENTOS CEDE with number 008736.
Date of creation: 20 Mar 2011
Date of revision:
Contact details of provider:
This paper has been announced in the following NEP Reports:
- NEP-AGR-2011-06-04 (Agricultural Economics)
- NEP-ALL-2011-06-04 (All new papers)
- NEP-ENV-2011-06-04 (Environmental Economics)
- NEP-URE-2011-06-04 (Urban & Real Estate Economics)
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.:
- Jeffrey E. Zabel & Katherine A. Kiel, 2000. "Estimating the Demand for Air Quality in Four U.S. Cities," Land Economics, University of Wisconsin Press, vol. 76(2), pages 174-194.
- Sudip Chattopadhyay, 1999. "Estimating the Demand for Air Quality: New Evidence Based on the Chicago Housing Market," Land Economics, University of Wisconsin Press, vol. 75(1), pages 22-38.
- Okmyung Biny & Stephen Polasky, 2004. "Effects of Flood Hazards on Property Values: Evidence Before and After Hurricane Floyd," Land Economics, University of Wisconsin Press, vol. 80(4).
- Jessica Castaño & Mariana Laverde & Miguel Ángel Morales Mosquera, . "Índice de Precios de la Vivienda Nueva para Bogotá: Metodología de Precios Hedónicos," Temas de Estabilidad Financiera 078, Banco de la Republica de Colombia.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (UNIVERSIDAD DE LOS ANDES-CEDE).
If references are entirely missing, you can add them using this form.