Estimate Group Average Treatment Effects with Matching

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.


Reference manual

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install.packages("MatchGATE")

0.0.10 by Zhaoqing Tian, 3 years ago


Browse source code at https://github.com/cran/MatchGATE


Authors: Zhaoqing Tian [aut, cre, com] , Peng Wu [aut, ths] , Yilin Chen [dtc]


Documentation:   PDF Manual  


GPL-3 license


Imports locpol, stats


See at CRAN