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cfid
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]
[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
Previous versions and publish date:
Other packages that cited cfid R package
View cfid citation profile
Other R packages that cfid depends,
imports, suggests or enhances
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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