nonlinearICP: Invariant Causal Prediction for Nonlinear Models

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), <arXiv:1501.01332>, to nonlinear settings. For more details, see C. Heinze-Deml, J. Peters and N. Meinshausen: 'Invariant Causal Prediction for Nonlinear Models', <arXiv:1706.08576>.

Getting started

Package details

AuthorChristina Heinze-Deml <[email protected]>, Jonas Peters <[email protected]>
MaintainerChristina Heinze-Deml <[email protected]>
LicenseGPL
Version0.1.2.1
URL https://github.com/christinaheinze/nonlinearICP-and-CondIndTests
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("nonlinearICP")

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nonlinearICP documentation built on May 1, 2019, 7:50 p.m.