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Evert Guliker, Erwin Folmer and Marten van Sinderen
With the rapidly increasing house prices in the Netherlands, there is a growing need for more localised value predictions for mortgage collaterals within the financial sector. Many existing studies focus on modelling house prices for an individual city; ...
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Rao Hamza Ali, Josh Graves, Stanley Wu, Jenny Lee and Erik Linstead
Identification of neighborhoods is an important, financially-driven topic in real estate. It is known that the real estate industry uses ZIP (postal) codes and Census tracts as a source of land demarcation to categorize properties with respect to their p...
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Vincenzo Del Giudice, Pierfrancesco De Paola and Fabiana Forte
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Vincenzo Del Giudice, Pierfrancesco De Paola and Giovanni Battista Cantisani
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Vincenzo Del Giudice, Pierfrancesco De Paola, Fabiana Forte and Benedetto Manganelli
This paper experiments an artificial neural networks model with Bayesian approach on a small real estate sample. The output distribution has been calculated operating a numerical integration on the weights space with the Markov Chain Hybrid Monte Carlo M...
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