Monte Carlo simulation on the Stiefel manifold via polar expansion

Michael Jauch, Peter D. Hoff, David B. Dunson

Motivated by applications to Bayesian inference for statistical models with orthogonal matrix parameters, we present $\text{polar expansion},$ a general approach to Monte Carlo s…