HierarchicalInterruptedTimeSeries.__init__

HierarchicalInterruptedTimeSeries.__init__(data, formula, unit_col, time_col, treatment_time_col, effect_type='instant', bin_edges=None, placebo_edges=None, seasonality=None, ar_residuals=False, model=None, **kwargs)

Parameters:

• data (DataFrame)

• formula (str)

• unit_col (str)

• time_col (str)

• treatment_time_col (str)

• effect_type (Literal['instant', 'event_study', 'placebo'])

• bin_edges (Sequence[float] | None)

• placebo_edges (Sequence[float] | None)

• seasonality (dict | None)

• ar_residuals (bool)

• model (PyMCModel | None)

• kwargs (Any)

Return type:

None