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unvs.med  

A Universal Approach for Causal Mediation Analysis
View on CRAN: Click here


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

Install from Github:
library("remotes")
install_github("cran/unvs.med")

Install by package version:
library("remotes")
install_version("unvs.med", "1.0.0")



Attach the package and use:
library("unvs.med")
Maintained by
Tianbao Zhou
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-06-04
Latest Update: 2025-06-04
Description:
This program realizes a universal estimation approach that accommodates multi-category variables and effect scales, making up for the deficiencies of the existing approaches when dealing with non-binary exposures and complex models. The estimation via bootstrapping can simultaneously provide results of causal mediation on risk difference (RD), odds ratio (OR) and risk ratio (RR) scales with tests of the effects' difference. The estimation is also applicable to many other settings, e.g., moderated mediation, inconsistent covariates, panel data, etc. The high flexibility and compatibility make it possible to apply for any type of model, greatly meeting the needs of current empirical researches.
How to cite:
Tianbao Zhou (2025). unvs.med: A Universal Approach for Causal Mediation Analysis. R package version 1.0.0, https://cran.r-project.org/web/packages/unvs.med. Accessed 12 Jun. 2025.
Previous versions and publish date:
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Complete documentation for unvs.med
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Full unvs.med package functions and examples
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