We rigorously justify the infinite Prandtl number model of convection as the limit of the Boussinesq approximation to the Rayleigh-Benard convection as the Prandtl number approaches infinity. This is a singular limit problem involving an initial layer. (C) 2004 Wiley Periodicals, Inc.