Computer simulations of statistical models and dynamic complex systems

These notes concern the material covered by the authors during 4 classes on the Escola Brasileira de Mecanica Estatistica, University of Sao Paulo at Sao Carlos, February 2004. They are divided in almost independent sections, each one with a small introduction to the subject and emphasis on the computational strategy adopted.