Resampling

Abstract

In the previous chapters we have considered model-based statistical inference. In many cases, it is difficult to decide on an appropriate model. We are still interested in drawing inference from the data. In such cases, resampling techniques come in handy. Resampling methods require fewer assumptions regarding the underlying data generating mechanism and are, therefore, widely applicable.