ATE {FLAME}

Average Treatment Effect estimates

Description

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

Usage

ATE(ame_out)

ATT(ame_out)

ATC(ame_out)

Arguments

ame_out

An object of class ame.

Details

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.

See Also

CATE