Other packages > Find by keyword >

CIEE  

Estimating and Testing Direct Effects in Directed Acyclic Graphs using Estimating Equations
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("CIEE", "0.1.1")



Attach the package and use:
library("CIEE")
Maintained by
Stefan Konigorski
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-11-16
Latest Update: 2018-03-19
Description:
In many studies across different disciplines, detailed measures of the variables of interest are available. If assumptions can be made regarding the direction of effects between the assessed variables, this has to be considered in the analysis. The functions in this package implement the novel approach CIEE (causal inference using estimating equations; Konigorski et al., 2018, ) for estimating and testing the direct effect of an exposure variable on a primary outcome, while adjusting for indirect effects of the exposure on the primary outcome through a secondary intermediate outcome and potential factors influencing the secondary outcome. The underlying directed acyclic graph (DAG) of this considered model is described in the vignette. CIEE can be applied to studies in many different fields, and it is implemented here for the analysis of a continuous primary outcome and a time-to-event primary outcome subject to censoring. CIEE uses estimating equations to obtain estimates of the direct effect and robust sandwich standard error estimates. Then, a large-sample Wald-type test statistic is computed for testing the absence of the direct effect. Additionally, standard multiple regression, regression of residuals, and the structural equation modeling approach are implemented for comparison.
How to cite:
Stefan Konigorski (2017). CIEE: Estimating and Testing Direct Effects in Directed Acyclic Graphs using Estimating Equations. R package version 0.1.1, https://cran.r-project.org/web/packages/CIEE. Accessed 18 Sep. 2026.
Previous versions and publish date:
0.1.0 (2017-11-16 14:36), (2026-07-09 07:59)
Other packages that cited CIEE R package
View CIEE citation profile
Other R packages that CIEE depends, imports, suggests or enhances
Complete documentation for CIEE
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

downlit  
Syntax Highlighting and Automatic Linking
Syntax highlighting of R code, specifically designed for the needs of 'RMarkdown' packages like 'pk ...
Download / Learn more Package Citations See dependency  
injectoR  
R Dependency Injection
R dependency injection framework. Dependency injection allows a program design to follow the depend ...
Download / Learn more Package Citations See dependency  
data360r  
Wrapper for 'TCdata360' and 'Govdata360' API
Makes it easy to engage with the Application Program Interface (API) of the 'TCdata360' and 'Govdat ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
eyelinker  
Import ASC Files from EyeLink Eye Trackers
Imports plain-text ASC data files from EyeLink eye trackers into (relatively) tidy data frames for ...
Download / Learn more Package Citations See dependency  
hmeasure  
The H-Measure and Other Scalar Classification Performance Metrics
Classification performance metrics that are derived from the ROC curve of a classifier. The package ...
Download / Learn more Package Citations See dependency  

28,565

R Packages

239,283

Dependencies

75,677

Author Associations

28,566

Publication Badges

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