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), doi:10.48550/arXiv.1501.01332, to nonlinear settings. For more details, see C. Heinze-Deml, J. Peters and N. Meinshausen: 'Invariant Causal Prediction for Nonlinear Models', doi:10.48550/arXiv.1706.08576.
- Version0.1.2.1
- R versionunknown
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?No
- Last release07/31/2017
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Team
Christina Heinze-Deml
Jonas Peters
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- Imports4 packages
- Suggests1 package