Forecasting Algorithms for Causal Inference with Panel Data

Jacob Goldin, Julian Nyarko, Justin Young

Conducting causal inference with panel data is a core challenge in social science research. We adapt a deep neural architecture for time series forecasting (the N-BEATS algorithm)…