Housing price prediction in Ireland: a machine learning framework integrating geospatial encodings and macroeconomic indicators
This study aims to develop and evaluate a machine learning framework for predicting residential property prices in Ireland using the complete Irish Property Price Register, a population-complete data set of 736,002 arm’s-length transactions spanning January 2010 to March 2026. It formally quantifies the marginal co...