2 papers
stat.AP2024
Estimating Racial Disparities When Race is Not Observed
Cory McCartan, Robin Fisher, Jacob Goldin +2
The estimation of racial disparities in various fields is often hampered by the lack of individual-level racial information. In many cases, the law prohibits the collection of such…
econ.EM2024
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)…