_get_fictitious_relevances

_get_fictitious_relevances(pvalues: pandas.core.frame.DataFrame, alpha: float) → Tuple[numpy.ndarray, float][source]

Convert p-values into fictitious variables, with function f(x) = 1 - x.

Also converts alpha into fictitious variable.

Parameters

  • pvalues (pandas.core.frame.DataFrame) – dataFrame with pvalues

  • alpha (float) – significance level, default alpha = 0.05

Returns

  • pvalues – array with fictitious relevances

  • new_alpha – adjusted significance level

Return type

Tuple[numpy.ndarray, float]