 They can generally be combined with many of the different types of Bootstrap schemes and various choices of statistic.The ordinary bootstrap requires the random selection of n elements from a list, which is equivalent to drawing from a multinomial distribution.This may require a large number of passes over the data and is challenging to run these computations in parallel.