spey.hypothesis_testing.distributions.EmpricTestStatisticsDistribution

class spey.hypothesis_testing.distributions.EmpricTestStatisticsDistribution(samples: ndarray)

Create emprical distribution. The p-values are computed from sampled distribution.

Parameters:

samples (np.ndarray) – input samples

__init__(samples: ndarray) → None

Methods

__init__(samples)
expected_value(nsigma)	Compute expected value of the test statistic with respec to the level of standard deviations
pvalue(value)	Compute the p-value for a given test statistic.

Attributes

samples