The determination of errors on results of experiments with small numbers of events is discussed. Tables of confidence intervals for the Poisson distribution and for the ratio and the difference between small numbers of events are presented. The procedure is checked using Monte Carlo simulation. We re-evaluate the errors on some experimental results already published. The Bayesian statistical approach is adopted.