mosaicperm.core.compute_adaptive_pval

mosaicperm.core.compute_adaptive_pval(statistic: array, null_statistics: array) → tuple

Computes an adaptive p-value based on one or more test statistics.

Parameters:

statisticfloat or np.array

Either a float (one statistic) or 1D array (many test statistics).

null_statisticsnp.array

(nrand, d)-shaped array of null statistics computed based on null permutations, where d is the dimension of statistic.

Returns:

pvalfloat

The adaptive p-value.

adapt_statisticfloat

The adaptive statistic value.

null_adapt_statisticsnp.array

nrand-shaped array of null adaptive statistic values.