bootstrap

Bootstrapping is a resampling technique used to estimate the distribution of a statistic by repeatedly drawing samples from the original dataset, with replacement. This method provides a way to assess the variability of a statistic (like the mean or variance) without relying on traditional parametric assumptions. It is commonly used in confidence interval estimation and hypothesis testing.