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MatchGATE (version 0.0.10)

Estimate Group Average Treatment Effects with Matching

Description

Two novel matching-based methods for estimating group average treatment effects (GATEs). The match_y1y0() and match_y1y0_bc() functions are used for imputing the potential outcomes based on matching and bias-corrected matching techniques, respectively. The EstGATE() function is employed to estimate the GATE after imputing the potential outcomes.

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Version

Install

install.packages('MatchGATE')

Monthly Downloads

149

Version

0.0.10

License

GPL-3

Maintainer

Zhaoqing Tian

Last Published

April 8th, 2024

Functions in MatchGATE (0.0.10)

match_y1y0_bc

Imputing Missing Potential Outcomes with Bias-Corrected Matching
EstGATE

Estimating Group Average Treatment Effects
match_y1y0

Imputing Missing Potential Outcomes with Matching