Decomposing Inequalities using Machine Learning and Overcoming Common Support Issues

Emmanuel Flachaire, Bertille Picard

The Kitagawa-Oaxaca-Blinder decomposition splits the difference in means between two groups into an explained part, due to observable factors, and an unexplained part. In this pape…