Other packages > Find by keyword >

cia  

Learn and Apply Directed Acyclic Graphs for Causal Inference
View on CRAN: Click here


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

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

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



Attach the package and use:
library("cia")
Maintained by
Mathew Varidel
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-11-13
Latest Update: 2024-11-13
Description:
Causal Inference Assistance (CIA) for performing causal inference within the structural causal modelling framework. Structure learning is performed using partition Markov chain Monte Carlo (Kuipers & Moffa, 2017) and several additional functions have been added to help with causal inference. Kuipers and Moffa (2017) <doi:10.1080/01621459.2015.1133426>.
How to cite:
Mathew Varidel (2024). cia: Learn and Apply Directed Acyclic Graphs for Causal Inference. R package version 1.0.0, https://cran.r-project.org/web/packages/cia. Accessed 24 Oct. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited cia R package
View cia citation profile
Other R packages that cia depends, imports, suggests or enhances
Complete documentation for cia
Functions, R codes and Examples using the cia R package
Full cia package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

funprog  
Functional Programming
High-order functions for data manipulation : sort or group data, given one or more auxiliary func ...
Download / Learn more Package Citations See dependency  
OOBCurve  
Out of Bag Learning Curve
Provides functions to calculate the out-of-bag learning curve for random forests for any measure tha ...
Download / Learn more Package Citations See dependency  
RcmdrPlugin.depthTools  
R Commander Depth Tools Plug-in
We provide an Rcmdr plug-in based on the depthTools package, which implements different robust stat ...
Download / Learn more Package Citations See dependency  
extlasso  
Maximum Penalized Likelihood Estimation with Extended Lasso Penalty
Estimates coefficients of extended LASSO penalized linear regression and generalized linear models. ...
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  
r3PG  
Simulating Forest Growth using the 3-PG Model
Provides a flexible and easy-to-use interface for the Physiological Processes Predicting Growth (3-P ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,081

Publication Badges

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