Comparing automated valuation models for real estate assessment in the Santiago Metropolitan Region: A study on machine learning algorithms and hedonic pricing with spatial adjustments

Published: 25 July 2024| Version 1 | DOI: 10.17632/jdf7rzmnvw.1
Contributors:
Jocelyn Tapia, Nicolas Chavez, Raul Pezoa, Paulina Suarez-Aldunate, Mauricio Pilleux

Description

Replication data and Phyton programs for "Comparing automated valuation models for real estate assessment in the Santiago Metropolitan Region: A study on machine learning algorithms and hedonic pricing with spatial adjustments", PLOS ONE.

Files

Steps to reproduce

Follow the document "README.md"

Institutions

  • Universidad Diego Portales
  • Universidad Tecnica Federico Santa Maria

Categories

Economics, Econometrics, Data Science, Machine Learning, Housing Market, Housing Supply

Licence