ATE: Average Treatment Effect estimates
In FLAME: Interpretable Matching for Causal Inference

Description Usage Arguments Details See Also

View source: R/post_matching.R

These functions are deprecated and will be made defunct at a later release. See summary.ame for average treatment effects estimates and their variance.

ATE(ame_out)

ATT(ame_out)

ATC(ame_out)

ame_out

An object of class ame.

ATE, ATT, and ATC estimate the average treatment effect (ATE), average treatment effect on the treated (ATT), and average treatment effect on the controls (ATC), respectively, of a matched dataset.

The ATE is estimated as the average CATE estimate across all matched units in the data, while the ATT and ATC average only across matched treated or matched control units, respectively.

CATE

FLAME documentation built on Dec. 11, 2021, 9:26 a.m.