A Bayesian Approach to Spherical Factor Analysis for Binary Data

Xingchen Yu, Abel Rodriguez

Factor models are widely used across diverse areas of application for purposes that include dimensionality reduction, covariance estimation, and feature engineering. Traditional fa…