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...

The influential work of Genesove and Mayer (2001) uses loss aversion theory to explain several puzzling behaviors in the housing market. In this study, we present an alternative theory, which does not require an asymmetric value function, to observe the same “loss aversion” behavior....

The influential work of Genesove and Mayer (2001) uses loss aversion theory to explain several puzzling behaviors in the housing market. In this paper, we present an alternative theory, which does not require an asymmetric value function to observe the same "loss aversion" behavior....