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

Getting started

Package details

AuthorChristina Heinze-Deml <[email protected]>, Jonas Peters <[email protected]>
Date of publication2017-07-31 13:42:46 UTC
MaintainerChristina Heinze-Deml <[email protected]>
Package repositoryView on CRAN
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nonlinearICP documentation built on July 31, 2017, 5:01 p.m.