diff_diff.EDiDBootstrapResults#

class diff_diff.EDiDBootstrapResults[source]#

Bases: object

Bootstrap inference results for EfficientDiD.

Methods

__init__(n_bootstrap, weight_type, alpha, ...)

Attributes

`bootstrap_distribution`
`event_study_cis`
`event_study_p_values`
`event_study_ses`
`group_effect_cis`
`group_effect_p_values`
`group_effect_ses`
`n_bootstrap`
`weight_type`
`alpha`
`overall_att_se`
`overall_att_ci`
`overall_att_p_value`
`group_time_ses`
`group_time_cis`
`group_time_p_values`

__init__(n_bootstrap, weight_type, alpha, overall_att_se, overall_att_ci, overall_att_p_value, group_time_ses, group_time_cis, group_time_p_values, event_study_ses=None, event_study_cis=None, event_study_p_values=None, group_effect_ses=None, group_effect_cis=None, group_effect_p_values=None, bootstrap_distribution=None)#

Parameters:

n_bootstrap (int)
weight_type (str)
alpha (float)
overall_att_se (float)
overall_att_ci (Tuple[float, float])
overall_att_p_value (float)
group_time_ses (Dict[Tuple[Any, Any], float])
group_time_cis (Dict[Tuple[Any, Any], Tuple[float, float]])
group_time_p_values (Dict[Tuple[Any, Any], float])
event_study_ses (Dict[int, float] | None)
event_study_cis (Dict[int, Tuple[float, float]] | None)
event_study_p_values (Dict[int, float] | None)
group_effect_ses (Dict[Any, float] | None)
group_effect_cis (Dict[Any, Tuple[float, float]] | None)
group_effect_p_values (Dict[Any, float] | None)
bootstrap_distribution (ndarray | None)

Return type:

None

classmethod __new__(*args, **kwargs)#