Package: MatchGATE 0.0.10

Zhaoqing Tian

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.

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

MatchGATE_0.0.10.tar.gz
MatchGATE_0.0.10.tar.gz(r-4.5-noble)MatchGATE_0.0.10.tar.gz(r-4.4-noble)
MatchGATE_0.0.10.tgz(r-4.4-emscripten)MatchGATE_0.0.10.tgz(r-4.3-emscripten)
MatchGATE.pdf |MatchGATE.html✨
MatchGATE/json (API)

# Install 'MatchGATE' in R:
install.packages('MatchGATE', repos = 'https://cloud.r-project.org')

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 236 downloads 3 exports 1 dependencies

Last updated 12 months agofrom:fdad065e78. Checks:3 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 05 2025
R-4.5-linuxOKMar 05 2025
R-4.4-linuxOKMar 05 2025

Exports:EstGATEmatch_y1y0match_y1y0_bc

Dependencies:locpol

Citation

To cite package ‘MatchGATE’ in publications use:

Tian Z, Wu P (2024). MatchGATE: Estimate Group Average Treatment Effects with Matching. R package version 0.0.10, https://CRAN.R-project.org/package=MatchGATE.

Corresponding BibTeX entry: 

  @Manual{,
    title = {MatchGATE: Estimate Group Average Treatment Effects with
      Matching},
    author = {Zhaoqing Tian and Peng Wu},
    year = {2024},
    note = {R package version 0.0.10},
    url = {https://CRAN.R-project.org/package=MatchGATE},
  }