This study analyses the relationship between education and smoking behavior. Our empirical models were estimated using data for Brazilian citizens from the 2008 Special Survey on Tobacco Addiction. We estimated probit, sample-selection, and zero-inflated negative binomial models. Empirical analyses for women and men were conducted separately. We found that higher education levels are associated with lower smoking probability and lower daily consumption intensity.