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CompareCausalNetworks  

Interface to Diverse Estimation Methods of Causal Networks
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("CompareCausalNetworks", "0.2.6.2")



Attach the package and use:
library("CompareCausalNetworks")
Maintained by
Christina Heinze-Deml
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-06-24
Latest Update: 2020-02-17
Description:
Unified interface for the estimation of causal networks, including the methods 'backShift' (from package 'backShift'), 'bivariateANM' (bivariate additive noise model), 'bivariateCAM' (bivariate causal additive model), 'CAM' (causal additive model) (from package 'CAM'; the package is temporarily unavailable on the CRAN repository; formerly available versions can be obtained from the archive), 'hiddenICP' (invariant causal prediction with hidden variables), 'ICP' (invariant causal prediction) (from package 'InvariantCausalPrediction'), 'GES' (greedy equivalence search), 'GIES' (greedy interventional equivalence search), 'LINGAM', 'PC' (PC Algorithm), 'FCI' (fast causal inference), 'RFCI' (really fast causal inference) (all from package 'pcalg') and regression.
How to cite:
Christina Heinze-Deml (2015). CompareCausalNetworks: Interface to Diverse Estimation Methods of Causal Networks. R package version 0.2.6.2, https://cran.r-project.org/web/packages/CompareCausalNetworks
Previous versions and publish date:
0.1.1 (2015-06-24 01:00), 0.1.4 (2015-10-07 09:49), 0.1.5 (2016-12-01 16:41), 0.1.8 (2017-07-17 11:21), 0.1.9 (2017-07-31 10:35), 0.2.0 (2018-04-16 10:58), 0.2.2 (2018-05-18 15:42), 0.2.4 (2019-06-18 10:10)
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