"Singapore's Real Estate: 50 Years of Transformation documents the transformation and development of the real estate market in Singapore over the past 50 years. This volume is organised around two major themes, and covers issues from the "bricks and mortar" to the capital markets; and from local...

This paper develops an artificial intelligence-based automated valuation model (AI-AVM) using the decision tree and the boosting techniques to predict residential property prices in Singapore. We use more than 300,000 property transaction data from Singapore's private residential property market...

By splitting the spatial effects into building and neighborhood effects, this paper develops a two order spatio-temporal autoregressive model to deal with both the spatio-temporal autocorrelations and the heteroscedasticity problem arising from the nature of multi-unit residential real estate...