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nonlinearICP  

Invariant Causal Prediction for Nonlinear Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("nonlinearICP", "0.1.2.1")



Attach the package and use:
library("nonlinearICP")
Maintained by
Christina Heinze-Deml
[Scholar Profile | Author Map]
First Published: 2017-07-31
Latest Update: 2017-07-31
Description:
Performs 'nonlinear Invariant Causal Prediction' to estimate the causal parents of a given target variable from data collected in different experimental or environmental conditions, extending 'Invariant Causal Prediction' from Peters, Buehlmann and Meinshausen (2016), , to nonlinear settings. For more details, see C. Heinze-Deml, J. Peters and N. Meinshausen: 'Invariant Causal Prediction for Nonlinear Models', .
How to cite:
Christina Heinze-Deml (2017). nonlinearICP: Invariant Causal Prediction for Nonlinear Models. R package version 0.1.2.1, https://cran.r-project.org/web/packages/nonlinearICP. Accessed 29 Mar. 2025.
Previous versions and publish date:
0.1.2 (2017-07-31 15:41)
Other packages that cited nonlinearICP R package
View nonlinearICP citation profile
Other R packages that nonlinearICP depends, imports, suggests or enhances
Complete documentation for nonlinearICP
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