Convenient links for the estimation of hedonic price indexes: the case of unique,infrequently traded assets |
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Authors: | Esmeralda A. Ramalho Joaquim J.S. Ramalho |
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Affiliation: | 1. Department of Economics, Universidade de évora, , Evora, Portugal;2. CEFAGE‐UE, Universidade de évora, , Evora, Portugal |
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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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Keywords: | hedonic price indexes quality adjustment retransformation house prices exponential regression Poisson pseudo‐maximum likelihood |
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