hidimstat.zscore_from_pval#

hidimstat.zscore_from_pval(pval, one_minus_pval=None, distribution='norm')[source]#

Computing z-scores from one-sided p-values.

Parameters:
pvalndarray, shape (n_features,)

p-value, with numerically accurate values for positive effects (ie., for p-value close to zero).

one_minus_pvalndarray, shape (n_features,), optional (default=None)

One minus the p-value, with numerically accurate values for negative effects (ie., for p-value close to one).

distributionstr, opitonal (default=’norm’)

Type of distribution assumed for the underlying estimator. ‘norm’ means normal and is the only value accepted at the moment.

Returns:
zscorendarray, shape (n_features,)

z-scores.

Examples using hidimstat.zscore_from_pval#

Support recovery on simulated data (2D)

Support recovery on simulated data (2D)

Support recovery on fMRI data

Support recovery on fMRI data