PiecewiseITS.effect_summary#

PiecewiseITS.effect_summary(*, window='post', direction='increase', alpha=0.05, cumulative=True, relative=True, min_effect=None, treated_unit=None, period=None, prefix='Post-period', **kwargs)[source]#

Generate a decision-ready summary of PiecewiseITS causal effects.

Parameters:

  • window (Literal['post'] | tuple | slice)

  • direction (Literal['increase', 'decrease', 'two-sided'])

  • alpha (float)

  • cumulative (bool)

  • relative (bool)

  • min_effect (float | None)

  • treated_unit (str | None)

  • period (Literal['intervention', 'post', 'comparison'] | None)

  • prefix (str)

  • kwargs (Any)

Return type:

EffectSummary