Estimator

class Estimator(StrEnum):
    UNADJUSTED = 'unadjusted'
    IPW = 'ipw'
    OR = 'or'
    AIPW = 'aipw'

Cross-sectional estimator that produced a result.

This is an output field: read it from result.estimator to see how an estimate was produced, and compare it against a member.

Attributes

Name	Type	Description
UNADJUSTED		Difference in group quantiles without covariate adjustment.
IPW		Inverse probability weighting.
OR		Outcome regression.
AIPW		Augmented inverse probability weighting.

Examples

Inspect which estimator produced a result:

>>> from qte.cross_sectional import Estimator, estimate_unadjusted_effects
>>> from qte.datasets import load_lalonde
>>> res = estimate_unadjusted_effects(load_lalonde(), "re78", "treat")
>>> res.estimator is Estimator.UNADJUSTED
True