cd.structures.CDTestResult

utils.scspill_helpers.cd.structures.CDTestResult(
    statistic,
    critical_value,
    p_value,
    reject,
    reference_statistics,
)

A P test with its pre-treatment reference distribution.

Attributes

Name Type Description
statistic float The post-treatment statistic.
critical_value float The ci-quantile of the reference statistics.
p_value float Share of reference statistics at least as large as statistic.
reject bool Whether statistic exceeds critical_value.
reference_statistics np.ndarray The pre-treatment reference statistics, shape (T0,).