Beyond Prediction: Machine Learning for Estimation in Economics

Economists have increasing access to high-dimensional and unstructured datasets, which require statistical and computational tools from machine learning to handle effectively. But such tools were not originally designed for statistical inference, which is the primary concern of empirical economists. This session focusses on how to re-purpose machine learning methods for estimating econometric models