KnownTreatmentTimeHandler

class causalpy.experiments.interrupted_time_series.KnownTreatmentTimeHandler

Handles data preprocessing, postprocessing, and plotting logic for models where the treatment time is known in advance.

Methods

KnownTreatmentTimeHandler.__init__()
KnownTreatmentTimeHandler.data_postprocessing(...)	Splits data and computes predictions and causal impact metrics.
KnownTreatmentTimeHandler.data_preprocessing(...)	Preprocess the data by selecting only the pre-treatment period for model fitting.
KnownTreatmentTimeHandler.plot_impact_cumulative(ax, ...)	Plot the cumulative causal impact for the post-intervention period.
KnownTreatmentTimeHandler.plot_intervention_line(ax, ...)	Plot a vertical line at the known treatment time on all subplots.
KnownTreatmentTimeHandler.plot_treated_counterfactual(ax, ...)	Optional: override if needed

__init__()

classmethod __new__(*args, **kwargs)