Prediction, Causation and Policy: A Review of Machine Learning in Development Economics and Public Policy
Background. Machine learning (ML) has moved from the margins of economics to the centre of applied work. It is used to measure poverty from satellites and mobile phones, to target social transfers, to estimate treatment effects with many covariates and...