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Correlation Analysis in the Process of Weighting Real Property Attributes

Author

Listed:
  • Barańska Anna Marta

    (Department of Geomatics, AGH University of Science and Technology)

Abstract

The key goal of the market analysis carried out for property valuation purposes is to select pricing attributes of real properties and to assign so-called weights to them, which would illustrate their influence on the prices in a given market (Regulation 2004). Correlation analysis is a very useful tool in this respect. However, the fact that it is limited to the use of classical Pearson’s linear correlation coefficients is too much of a simplification due to the frequently occurring heterogeneity of the real estate market.

Suggested Citation

  • Barańska Anna Marta, 2019. "Correlation Analysis in the Process of Weighting Real Property Attributes," Real Estate Management and Valuation, Sciendo, vol. 27(4), pages 74-84, December.
  • Handle: RePEc:vrs:remava:v:27:y:2019:i:4:p:74-84:n:7
    DOI: 10.2478/remav-2019-0037
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    More about this item

    Keywords

    real estate market analysis; property attribute weights; linear and non-linear correlation;
    All these keywords.

    JEL classification:

    • C1 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General
    • C3 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables
    • C4 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics
    • C5 - Mathematical and Quantitative Methods - - Econometric Modeling
    • C8 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs
    • R3 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location

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