Machine learning and residential real estate: Three applications

This thesis is a composite of empirical studies for three topics, automated valuation model (AVM), residential property price index (RPPI), and the analysis of land development. Firstly, machine learning techniques are applied to develop the implementations of AVMs, whose purpose is to provide a pri...

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Bibliographic Details
Main Author: Zhang, Zhuoran (Thomas)
Format: Thesis
Published: Curtin University 2024
Online Access:http://hdl.handle.net/20.500.11937/95026