Other packages > Find by keyword >

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]
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 29 Mar. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited ccmEstimator R package
View ccmEstimator citation profile
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
Downloads during the last 30 days
02/2702/2803/0103/0203/0303/0403/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/28Downloads for ccmEstimator24681012141618TrendBars

Today's Hot Picks in Authors and Packages

landmix  
Landmark Prediction for Mixture Data
Non-parametric prediction of survival outcomes for mixture data that incorporates covariates and a l ...
Download / Learn more Package Citations See dependency  
gglgbtq  
Show Pride on 'ggplot2' Plots
Provides multiple palettes based on pride flags with tailored themes. ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA