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