Modeling Submarket Effect for Real Estate Hedonic Valuation: A Probabilistic Approach

It is critical for urban planners and real estate developers to understand how the built environment and house characteristics are valued in housing market. However, this problem is challenging because of the existence of the submarket effect resulted from the heterogeneity nature of city. In this paper, we propose a probabilistic approach to residential property hedonic valuation problem modeling...