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.

`IIDBootstrap`(*args[, random_state, seed])	Bootstrap using uniform resampling

Independent Samples¶

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.

`IndependentSamplesBootstrap`(*args[, ...])	Bootstrap where each input is independently resampled