Home Price Index: A Machine Learning Methodology

This paper uses over 16 years of home sale data, from the year 2000 to 2016, to estimate home price index for each house, and demonstrates that this approach offers several strengths compared to the commonly reported indices, the ‘median sale’ and ‘repeat sales’ indices.