moderndid.didinter.container.ATEResult#

class moderndid.didinter.container.ATEResult(estimate: float, std_error: float, ci_lower: float, ci_upper: float, n_observations: float = 0.0, n_switchers: float = 0.0)[source]#

Bases: NamedTuple

Container for average total effect.

Attributes:

estimatefloat: Point estimate of the average total effect.
std_errorfloat: Standard error of the estimate.
ci_lowerfloat: Lower confidence interval bound.
ci_upperfloat: Upper confidence interval bound.
n_observationsfloat: Total observations contributing to the ATE.
n_switchersfloat: Total switchers contributing to the ATE.

Methods

`count`(value, /)	Return number of occurrences of value.
`index`(value[, start, stop])	Return first index of value.

Attributes

`ci_lower`	Lower confidence interval bound.
`ci_upper`	Upper confidence interval bound.
`estimate`	Point estimate of the average total effect.
`n_observations`	Total observations contributing to the ATE.
`n_switchers`	Total switchers contributing to the ATE.
`std_error`	Standard error of the estimate.