Approximating the Spectral Gap of the Pólya-Gamma Gibbs Sampler

Bryant Davis, James P. Hobert

The self-adjoint, positive Markov operator defined by the Pólya-Gamma Gibbs sampler (under a proper normal prior) is shown to be trace-class, which implies that all non-zero elemen…