Other packages > Find by keyword >

causaleffect  

Deriving Expressions of Joint Interventional Distributions and Transport Formulas in Causal Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("causaleffect", "1.3.15")



Attach the package and use:
library("causaleffect")
Maintained by
Santtu Tikka
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2014-09-25
Latest Update: 2022-07-14
Description:
Functions for identification and transportation of causal effects. Provides a conditional causal effect identification algorithm (IDC) by Shpitser, I. and Pearl, J. (2006) , an algorithm for transportability from multiple domains with limited experiments by Bareinboim, E. and Pearl, J. (2014) , and a selection bias recovery algorithm by Bareinboim, E. and Tian, J. (2015) . All of the previously mentioned algorithms are based on a causal effect identification algorithm by Tian , J. (2002) .
How to cite:
Santtu Tikka (2014). causaleffect: Deriving Expressions of Joint Interventional Distributions and Transport Formulas in Causal Models. R package version 1.3.15, https://cran.r-project.org/web/packages/causaleffect. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.0 (2014-09-25 22:42), 1.1.1 (2015-04-28 20:07), 1.1.3 (2015-06-30 09:22), 1.1 (2015-04-21 23:51), 1.2.0 (2015-08-03 09:29), 1.2.2 (2016-01-25 13:31), 1.2.3 (2016-02-01 13:34), 1.2.4 (2016-02-23 09:40), 1.3.0 (2016-10-07 18:10), 1.3.3 (2017-02-22 23:23), 1.3.4 (2017-05-10 15:21), 1.3.5 (2017-09-11 13:36), 1.3.6 (2018-01-18 18:57), 1.3.7 (2018-03-07 10:30), 1.3.8 (2018-05-29 09:18), 1.3.9 (2018-11-29 07:00), 1.3.10 (2019-09-26 15:00), 1.3.12 (2021-01-12 15:30), 1.3.13 (2021-06-14 08:10)
Other packages that cited causaleffect R package
View causaleffect citation profile
Other R packages that causaleffect depends, imports, suggests or enhances
Complete documentation for causaleffect
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  
LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)
wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
Download / Learn more Package Citations See dependency  
tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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