Following up on the success of COBAL I (Ubatuba, Brazil; 2002), the Second Latin American Congress on Bayesian Statistics (COBAL II) was held February 6-10, 2005 at Hotel Presidente Intercontinental, Los Cabos in San José del Cabo, Baja California, Mexico. This meeting consisted of invited talks and poster sessions.