Abstract:We rely on novel textual analysis of real estate listings and identify renovated dwellings in a data set of Norwegian transactions to estimate the renovation premium in an urban housing market. The renovation premium is estimated by classical regression approaches as well as random forests models. The strength of the latter is that it allows for a more complex interplay between the renovation premium and explanatory variables. We find a significant positive renovation premium of 5-7 percent for renovated dwell… Show more
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