spey.hypothesis_testing.distributions.EmpricTestStatisticsDistribution#
- class spey.hypothesis_testing.distributions.EmpricTestStatisticsDistribution(samples: ndarray)[source]#
Create emprical distribution. The p-values are computed from sampled distribution.
- Parameters:
samples (
np.ndarray) – input samples
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