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Semiparametric Model of Hedonic Housing Prices in J apan
Author(s) -
Karato Koji,
Movshuk Oleksandr,
Shimizu Chihiro
Publication year - 2015
Publication title -
asian economic journal
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.345
H-Index - 28
eISSN - 1467-8381
pISSN - 1351-3958
DOI - 10.1111/asej.12077
Subject(s) - economics , cohort , simultaneity , cohort effect , econometrics , hedonic pricing , mathematics , statistics , physics , classical mechanics
We propose a semiparametric hedonic model of housing prices with nonlinearity in age and cohort effects. The model avoids the simultaneity problem among age, cohort and year effects, which is a common problem in linear hedonic models. Applying the model to housing prices in T okyo between 1990 and 2008 revealed significant nonlinearities in both the age and cohort effects, and significant interactions between these effects, with the shape of the age effect differing across housing cohorts. Estimates of the year effect indicated a declining trend in prices that was more pronounced compared with those of conventional linear hedonic models.