Other packages > Find by keyword >

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]
All associated links for this package
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 15 Jul. 2026.
Previous versions and publish date:
(2026-07-09 06:25), 0.1.2.1 (2017-07-31 15:42), 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
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

footBayes  
Fitting Bayesian and MLE Football Models
This is the first package allowing for the estimation, visualization and prediction of the most wel ...
Download / Learn more Package Citations See dependency  
gamlss.add  
Extra Additive Terms for Generalized Additive Models for Location Scale and Shape
Interface for extra smooth functions including tensor products, neural networks and decision trees. ...
Download / Learn more Package Citations See dependency  
pulseTD  
Identification of Transcriptional Dynamics using Pulse Models via 4su-Seq Data and RNA-Seq Data
A tool for analyzing the transcription, processing and degradation rates of genes by 4sU-seq (the Me ...
Download / Learn more Package Citations See dependency  
binhf  
Haar-Fisz Functions for Binomial Data
Binomial Haar-Fisz transforms for Gaussianization as in Nunes and Nason (2009). ...
Download / Learn more Package Citations See dependency  
gscaLCA  
Generalized Structure Component Analysis- Latent Class Analysis & Latent Class Regression
Execute Latent Class Analysis (LCA) and Latent Class Regression (LCR) by using Generalized Structu ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

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