MatchGATE: 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.
| Version: | 0.0.10 |
| Imports: | locpol, stats |
| Published: | 2024-04-08 |
| DOI: | 10.32614/CRAN.package.MatchGATE |
| Author: | Zhaoqing Tian 
[aut, cre, com],
Peng Wu [aut,
ths],
Yilin Chen [dtc] |
| Maintainer: | Zhaoqing Tian <tzqluck at 163.com> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| CRAN checks: | MatchGATE results |
Documentation:
| Reference manual: | MatchGATE.html , MatchGATE.pdf |
Downloads:
| Package source: | MatchGATE_0.0.10.tar.gz |
| Windows binaries: | r-devel: MatchGATE_0.0.10.zip, r-release: MatchGATE_0.0.10.zip, r-oldrel: MatchGATE_0.0.10.zip |
| macOS binaries: | r-release (arm64): MatchGATE_0.0.10.tgz, r-oldrel (arm64): MatchGATE_0.0.10.tgz, r-release (x86_64): MatchGATE_0.0.10.tgz, r-oldrel (x86_64): MatchGATE_0.0.10.tgz |
Linking:
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