Rao–Blackwellisation is a notion often occurring in the MCMC literature, with possibly different meanings and connections original Rao–Blackwell theorem as established by C.R. Rao 1945 D. Blackwell 1947, including reduction of variance resulting Monte Carlo approximations. This survey reviews some term.