moderndid.didinter.container.EffectsResult

class moderndid.didinter.container.EffectsResult(horizons: ndarray, estimates: ndarray, std_errors: ndarray, ci_lower: ndarray, ci_upper: ndarray, n_switchers: ndarray, n_observations: ndarray)

Bases: NamedTuple

Container for treatment effects at each horizon.

Attributes:

horizonsnumpy.ndarray

Event horizons (1, 2, …, effects).

estimatesnumpy.ndarray

Point estimates at each horizon.

std_errorsnumpy.ndarray

Standard errors at each horizon.

ci_lowernumpy.ndarray

Lower confidence interval bounds.

ci_uppernumpy.ndarray

Upper confidence interval bounds.

n_switchersnumpy.ndarray

Number of switchers at each horizon.

n_observationsnumpy.ndarray

Number of observations at each horizon.

Methods

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

Attributes

ci_lower	Lower confidence interval bounds.
ci_upper	Upper confidence interval bounds.
estimates	Point estimates at each horizon.
horizons	Event horizons (1, 2, ..., effects).
n_observations	Number of observations at each horizon.
n_switchers	Number of switchers at each horizon.
std_errors	Standard errors at each horizon.