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ccmEstimator  

Comparative Causal Mediation Estimation
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("ccmEstimator", "1.0.0")



Attach the package and use:
library("ccmEstimator")
Maintained by
Xiaohan Wu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-09-28
Latest Update: 2021-09-28
Description:
Functions to perform comparative causal mediation analysis to compare the mediation effects of different treatments via a common mediator. Results contain the estimates and confidence intervals for the two comparative causal mediation analysis estimands, as well as the ATE and ACME for each treatment. Functions provided in the package will automatically assess the comparative causal mediation analysis scope conditions (i.e. for each comparative causal mediation estimand, a numerator and denominator that are both estimated with the desired statistical significance and of the same sign). Results will be returned for each comparative causal mediation estimand only if scope conditions are met for it. See details in Bansak(2020).
How to cite:
Xiaohan Wu (2021). ccmEstimator: Comparative Causal Mediation Estimation. R package version 1.0.0, https://cran.r-project.org/web/packages/ccmEstimator. Accessed 22 Dec. 2024.
Previous versions and publish date:
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Other R packages that ccmEstimator depends, imports, suggests or enhances
Complete documentation for ccmEstimator
Functions, R codes and Examples using the ccmEstimator R package
Some associated functions: ICAapp . checkData . checkInteraction . decideOutput . getCCM . 
Some associated R codes: ICAapp.R . ccmEstimation.R . checkData.R . checkInteraction.R . decideOutput.R . getCCM.R .  Full ccmEstimator package functions and examples
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