This work compares methods to find confidence interval for the survival function such as the resampling methods Bootstrap, applied to the Kaplan-Meier and Nelson-Aalen estimators. Also through log, log(−log) and arcsin transformations that can result more effectives in many cases. The behavior of nonparametric confidence intervals against parametric ones is also shown.