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

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

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Article ID: iaor201522335
Volume: 68
Issue: 2
Start Page Number: 91
End Page Number: 117
Publication Date: May 2014
Journal: Statistica Neerlandica
Authors: ,
Keywords: simulation: applications
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.

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