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Artificial Neural Network, Quantile and Semi-Log Regression Modelling of Mass Appraisal in Housing

We used a large sample of 188,652 properties, which represented 4.88% of the total housing stock in Catalonia from 1994 to 2013, to make a comparison between different real estate valuation methods based on artificial neural networks (ANNs), quantile regressions (QRs) and semi-log regressions (SLRs)...

Ausführliche Beschreibung

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Bibliografische Detailangaben
Hauptverfasser: Jose Torres-Pruñonosa, Pablo García-Estévez, Camilo Prado-Román
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2021-04-01
Schriftenreihe:Mathematics
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Online-Zugang:https://www.mdpi.com/2227-7390/9/7/783
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