Model Hybrid for Sales Forecast for the Housing Market of São Paulo

Autor: Moro Matheus Fernando, Weise Andreas Dittmar, Bornia Antonio Cezar
Jazyk: angličtina
Rok vydání: 2020
Předmět:
Zdroj: Real Estate Management and Valuation, Vol 28, Iss 3, Pp 45-64 (2020)
Druh dokumentu: article
ISSN: 2300-5289
DOI: 10.1515/remav-2020-0023
Popis: This research proposes a combined model of time series for forecasting housing sales in the city of São Paulo. We used data referring to the time series of sales of residential units provided by SECOVI-SP. The Exponential Softening, Box-Jenkins and Artificial Neural Networks models are individually modelled, later these are combined through five forecast combination techniques.
Databáze: Directory of Open Access Journals