A house is a bundle of land and improvements, with the weights of the two components varying both over time and across locations. We capture the land intensity or 'leverage' of a property by measuring the ratio of land to total value. This is accomplished using transactions data for single...

We analyze the impacts of alternative submarket definitions when predicting house prices in a mass appraisal context, using both ordinary least squares (OLS) and geostatistical techniques. For this purpose, we use over 13,000 housing transactions for Louisville, Kentucky. We use districts...