Hamiltonian Monte Carlo for Regression with High-Dimensional Categorical Data

Szymon Sacher, Laura Battaglia, Stephen Hansen

Latent variable models are increasingly used in economics for high-dimensional categorical data like text and surveys. We demonstrate the effectiveness of Hamiltonian Monte Carlo (…