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DirectEffects  

Estimating Controlled Direct Effects for Explaining Causal Findings
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("DirectEffects", "0.3")



Attach the package and use:
library("DirectEffects")
Maintained by
Matthew Blackwell
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-02-26
Latest Update: 2024-10-04
Description:
A set of functions to estimate the controlled direct effect of treatment fixing a potential mediator to a specific value. Implements the sequential g-estimation estimator described in Vansteelandt (2009) and Acharya, Blackwell, and Sen (2016) .
How to cite:
Matthew Blackwell (2018). DirectEffects: Estimating Controlled Direct Effects for Explaining Causal Findings. R package version 0.3, https://cran.r-project.org/web/packages/DirectEffects. Accessed 18 Sep. 2026.
Previous versions and publish date:
0.1 (2018-02-26 19:50), 0.2.1 (2021-05-12 22:02), 0.2 (2019-01-04 11:00), (2026-07-09 08:02)
Other packages that cited DirectEffects R package
View DirectEffects citation profile
Other R packages that DirectEffects depends, imports, suggests or enhances
Complete documentation for DirectEffects
Functions, R codes and Examples using the DirectEffects R package
Some associated functions: boots_g . cdesens . civilwar . plot.cdesens . ploughs . seq.g.vcov . sequential_g . summary.seqg . summary.seqgboots . 
Some associated R codes: DirectEffects.R . boots_g.R . data.R . print.seqg.R . sens.R . summary.seqg.R . vcov.seqg.R .  Full DirectEffects package functions and examples
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