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cfid  

Identification of Counterfactual Queries in Causal Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("cfid", "0.1.7")



Attach the package and use:
library("cfid")
Maintained by
Santtu Tikka
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-06-10
Latest Update: 2023-11-27
Description:
Facilitates the identification of counterfactual queries in structural causal models via the ID* and IDC* algorithms by Shpitser, I. and Pearl, J. (2007, 2008) , . Provides a simple interface for defining causal diagrams and counterfactual conjunctions. Construction of parallel worlds graphs and counterfactual graphs is carried out automatically based on the counterfactual query and the causal diagram. See Tikka, S. (2023) for a tutorial of the package.
How to cite:
Santtu Tikka (2021). cfid: Identification of Counterfactual Queries in Causal Models. R package version 0.1.7, https://cran.r-project.org/web/packages/cfid. Accessed 04 Jan. 2025.
Previous versions and publish date:
0.1.2 (2021-06-10 09:40), 0.1.4 (2022-10-26 17:35), 0.1.6 (2023-11-13 14:33)
Other packages that cited cfid R package
View cfid citation profile
Other R packages that cfid depends, imports, suggests or enhances
Complete documentation for cfid
Functions, R codes and Examples using the cfid R package
Some associated functions: causal_effect . cfid-package . counterfactuals . dag . export_graph . functional . identifiable . import_graph . probability . query . 
Some associated R codes: algorithms.R . causal_effect.R . cf_conjunction.R . cf_variable.R . cfid-package.R . extractors.R . functional.R . graph_ops.R . graphs.R . identifiable.R . probability.R . utilities.R .  Full cfid package functions and examples
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