pywhy_stats.pvalue_result.PValueResult

class PValueResult(pvalue, statistic=None, additional_information=None)

Data class representing the results of an hypothesis test that produces a p-value.

Attributes:

pvaluefloat

The p-value represents the probability of observing the given test statistic, or more extreme results, under a certain null hypothesis.

statisticfloat or array_like or None

The test statistic of the hypothesis test, which might not always be available.

additional_informationobject or None

Any additional information or metadata relevant to the specific test conducted. These could also be a state of the method to re-use it.