  Rao-Blackwellization is a notion often occurring in the MCMC literature, with
possibly different meanings and connections with the original Rao--Blackwell
theorem (Rao, 1945 and Blackwell,1947), including a reduction of the variance
of the resulting Monte Carlo approximations. This survey reviews some of the
meanings of the term.
