Deriving Benefit Measures with Higher Precision: A Study of Economic Values of Air Quality
A calibration strategy using ridge regression to generate more precise estimates for a particular parameter in a model is proposed. Formulae to compute the proposed ridge estimates from standard ordinary least squares (OLS) results are provided. The strategy is applied to recomputing marginal effects of air pollution on property values for 30 housing studies. Results show that ridge estimates are superior to the OLS estimates under the mean squared error criterion. The same strategy can be used to reestimate key parameters of interest in other applications, such as price elasticities for demand forecasts or the value of a statistical life from hedonic wage regressions.
If 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.
References listed on IDEAS
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.:
- David E. Clark, 2006. "Externality Effects on Residential Property Values: The Example of Noise Disamenities," Growth and Change, Wiley Blackwell, vol. 37(3), pages 460-488.
- Brookshire, David S, et al, 1985. "A Test of the Expected Utility Model: Evidence from Earthquake Risks," Journal of Political Economy, University of Chicago Press, vol. 93(2), pages 369-89, April.
- Chattopadhyay, Sudip, 1998. "An Empirical Investigation into the Performance of Ellickson's Random Bidding Model, with an Application to Air Quality Valuation," Journal of Urban Economics, Elsevier, vol. 43(2), pages 292-314, March.
- Atkinson, Scott E & Crocker, Thomas D, 1987. "A Bayesian Approach to Assessing the Robustness of Hedonic Property," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 2(1), pages 27-45, January.
When requesting a correction, please mention this item's handle: RePEc:uwp:landec:v:86:y:2010:iv:1:p:727-745. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: ()
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.