.. module:: arch.bootstrap :noindex: .. currentmodule:: arch.bootstrap Independent, Identical Distributed Data (i.i.d.) ------------------------------------------------ :class:`~arch.bootstrap.IIDBootstrap` is the standard bootstrap that is appropriate for data that is either i.i.d. or at least not serially dependant. .. autosummary:: :toctree: generated/ IIDBootstrap Independent Samples ------------------- :class:`~arch.bootstrap.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. .. autosummary:: :toctree: generated/ ~arch.bootstrap.IndependentSamplesBootstrap