2021Journal of Housing Economics51 1Joshua Gallin, Raven Molloy, Eric Nielsen, Paul Smith, Kamila Sommer Measuring aggregate housing wealth: New insights from machine learning Joshua Gallin, Raven Molloy, Eric Nielsen, Paul Smith, Kamila Sommer Abstract We construct a new measure of aggregate housin…