IDEAS home Printed from https://ideas.repec.org/a/bla/reesec/v12y1984i1p50-71.html
   My bibliography  Save this article

Analyzing the Temporal Stability of Appraisal Model Coefficients: An Application of Ridge Regression Techniques

Author

Listed:
  • James S. Moore
  • Alan K. Reicheri
  • Chien‐Ching Cho

Abstract

The use of multiple regression analysis as a tool of real estate valuation has received considerable attention in recent years. The primary objectives of this study are to investigate the multicollinearity among the property characteristics (regressor variables) and examine the stability of the estimated regression coefficients over time. Ridge regression techniques are used to partially adjust for the presence of collinearity. The results indicate that the ridge regression model provides a consistent set of properly signed, statistically significant regression coefficients throughout the sample period. Furthermore, ridge regression techniques are shown to have certain advantages over those of ordinary least squares for establishing logical and consistent values for specific property characteristics.

Suggested Citation

  • James S. Moore & Alan K. Reicheri & Chien‐Ching Cho, 1984. "Analyzing the Temporal Stability of Appraisal Model Coefficients: An Application of Ridge Regression Techniques," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 12(1), pages 50-71, March.
    • Handle: RePEc:bla:reesec:v:12:y:1984:i:1:p:50-71
    DOI: 10.1111/1540-6229.00310
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/1540-6229.00310
    Download Restriction: no
    File URL: https://libkey.io/10.1111/1540-6229.00310?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Han Bin Kang & Alan K. Reichert, 1987. "An Evaluation of Alternative Estimation Techniques and Functional Forms in Developing Statistical Appraisal Models," Journal of Real Estate Research, American Real Estate Society, vol. 2(1), pages 1-29.
    2. Otis W. Gilley & R. Kelley Pace, 1990. "A Hybrid Cost and Market-Based Estimator for Appraisal," Journal of Real Estate Research, American Real Estate Society, vol. 5(1), pages 75-88.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bla:reesec:v:12:y:1984:i:1:p:50-71. See general information about how to correct material in RePEc.

    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.

    We have no bibliographic references for this item. You can help adding them by using 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 RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: https://edirc.repec.org/data/areueea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.