PrePostNEGD.effect_summary#

PrePostNEGD.effect_summary(*, direction='increase', alpha=0.05, min_effect=None, **kwargs)[source]#

Generate a decision-ready summary of causal effects for PrePostNEGD.

Parameters:

  • direction (Literal['increase', 'decrease', 'two-sided']) – Direction for tail probability calculation (PyMC only).

  • alpha (float) – Significance level for HDI/CI intervals (1-alpha confidence level).

  • min_effect (float | None) – Region of Practical Equivalence (ROPE) threshold (PyMC only).

  • kwargs (Any)

Returns:

Object with .table (DataFrame) and .text (str) attributes

Return type:

EffectSummary