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Convenient links for the estimation of hedonic price indexes: the case of unique, infrequently traded assets

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  • Esmeralda de Jesus Ratinho Lopes Arranhado Ramalho

    (Department of Economics and CEFAGE-UÉ, Universidade de Évora)

  • Joaquim José dos Santos Ramalho

    (CEFAGE)

Abstract

Hedonic methods are a prominent approach in the construction of quality-adjusted price indexes. This paper shows that the process of computing such indexes is substantially simplified if arithmetic (geometric) price indexes are computed based on exponential (log-linear) hedonic functions estimated by the Poisson pseudo maximum likelihood (ordinary least squares) method. A Monte Carlo simulation study based on housing data illustrates the convenience of the links identified and the very attractive properties of the Poisson estimator in the hedonic framework.

Suggested Citation

  • Esmeralda de Jesus Ratinho Lopes Arranhado Ramalho & Joaquim José dos Santos Ramalho, 2014. "Convenient links for the estimation of hedonic price indexes: the case of unique, infrequently traded assets," CEFAGE-UE Working Papers 2014_01, University of Evora, CEFAGE-UE (Portugal).
    • Handle: RePEc:cfe:wpcefa:2014_01
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    More about this item

    Keywords

    Hedonic price indexes; Quality adjustment; Retransformation; House prices; Exponential regression; Poisson pseudo maximum likelihood.;
    All these keywords.

    JEL classification:

    • C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation
    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
    • R31 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Housing Supply and Markets

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