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abima  

Adaptive Bootstrap Inference for Mediation Analysis with Enhanced Statistical Power
View on CRAN: Click here


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

Install from Github:
library("remotes")
install_github("cran/abima")

Install by package version:
library("remotes")
install_version("abima", "1.1")



Attach the package and use:
library("abima")
Maintained by
Canyi Chen
[Scholar Profile | Author Map]
First Published: 2024-10-25
Latest Update: 2024-10-25
Description:
Assess whether and how a specific continuous or categorical exposure affects the outcome of interest through one- or multi-dimensional mediators using anadaptive bootstrap (AB) approach. The AB method allows to make inference for composite null hypotheses of no mediation effect, providing valid type I error control and thus optimizes statistical power. For more technical details, refer to He, Song and Xu (2024) <doi:10.1093/jrsssb/qkad129>.
How to cite:
Canyi Chen (2024). abima: Adaptive Bootstrap Inference for Mediation Analysis with Enhanced Statistical Power. R package version 1.1, https://cran.r-project.org/web/packages/abima. Accessed 21 Feb. 2025.
Previous versions and publish date:
1.0 (2024-10-25 10:40)
Other packages that cited abima R package
View abima citation profile
Other R packages that abima depends, imports, suggests or enhances
Complete documentation for abima
Functions, R codes and Examples using the abima R package
Full abima package functions and examples
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