Geometric ergodicity of a more efficient conditional Metropolis-Hastings algorithm

Despite its extensive application in practice, the Metropolis-Hastings sampler can suffer from slow mixing and, in turn, statistical inefficiency. We introduce a modification to the Metropolis-Hast...