Independent, Identical Distributed Data (i.i.d.)¶
IIDBootstrap is the standard bootstrap that is appropriate for data that is either i.i.d. or at least not serially dependant.
Bootstrap using uniform resampling
IndependentSamplesBootstrap is a bootstrap that is appropriate for data is totally independent, and where each variable may have a different sample size. This type of data arises naturally in experimental settings, e.g., website A/B testing.
Bootstrap where each input is independently resampled