bebi103.bootstrap.draw_perm_reps

bebi103.bootstrap.draw_perm_reps(data_1, data_2, func, size=1, args=())

Generate permutation replicates of func from data_1 and data_2

Parameters

• data_1 (array_like) – One-dimensional array of data.

• data_2 (array_like) – One-dimensional array of data.

• func (function) – Function, with call signature func(x, y, *args) to compute replicate statistic from permutation sample. It must return a single, scalar value.

• size (int, default 1) – Number of pairs bootstrap replicates to draw.

• args (tuple, default ()) – Arguments to be passed to func.

Returns

output – Permutation replicates.

Return type

ndarray