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MAGMA.R  

MAny-Group MAtching
View on CRAN: Click here


Download and install MAGMA.R package within the R console
Install from CRAN:
install.packages("MAGMA.R")

Install from Github:
library("remotes")
install_github("cran/MAGMA.R")

Install by package version:
library("remotes")
install_version("MAGMA.R", "1.0.3")



Attach the package and use:
library("MAGMA.R")
Maintained by
Julian Urban
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-02-09
Latest Update: 2024-02-09
Description:
Balancing quasi-experimental field research for effects of covariates is fundamental for drawing causal inference. Propensity Score Matching deals with this issue but current techniques are restricted to binary treatment variables. Moreover, they provide several solutions without providing a comprehensive framework on choosing the best model. The 'MAGMA.R' -package addresses these restrictions by offering nearest neighbor matching for two to four groups. It also includes the option to match data of a 2x2 design. In addition, 'MAGMA.R' includes a framework for evaluating the post-matching balance. The package includes functions for the matching process and matching reporting. We provide a tutorial on 'MAGMA.R' as vignette. More information on 'MAGMA.R' can be found in Feuchter, M. D., Urban, J., Scherrer V., Breit, M. L., and Preckel F. (2022) .
How to cite:
Julian Urban (2024). MAGMA.R: MAny-Group MAtching. R package version 1.0.3, https://cran.r-project.org/web/packages/MAGMA.R. Accessed 07 Nov. 2024.
Previous versions and publish date:
1.0.1 (2024-03-19 18:40), 1.0 (2024-02-09 19:40)
Other packages that cited MAGMA.R R package
View MAGMA.R citation profile
Other R packages that MAGMA.R depends, imports, suggests or enhances
Complete documentation for MAGMA.R
Functions, R codes and Examples using the MAGMA.R R package
Full MAGMA.R package functions and examples
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