Independence Metropolis–Hastings algorithm

An independence Metropolis–Hastings algorithm proposes from a fixed density $q$ independent of the current state. If ${\sup }_x\pi (x)/q(x)<\infty$, it is uniformly and hence geometrically ergodic.