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Code for a variety of nonlinear conditional independence tests: Kernel conditional independence test (Zhang et al., UAI 2011, <arXiv:1202.3775>), Residual Prediction test (based on Shah and Buehlmann, <arXiv:1511.03334>), Invariant environment prediction, Invariant target prediction, Invariant residual distribution test, Invariant conditional quantile prediction (all from Heinze-Deml et al., <arXiv:1706.08576>).
Package details |
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Author | Christina Heinze-Deml <heinzedeml@stat.math.ethz.ch>, Jonas Peters <jonas.peters@math.ku.dk>, Asbjoern Marco Sinius Munk <fgp998@alumni.ku.dk> |
Maintainer | Christina Heinze-Deml <heinzedeml@stat.math.ethz.ch> |
License | GPL |
Version | 0.1.5 |
URL | https://github.com/christinaheinze/nonlinearICP-and-CondIndTests |
Package repository | View on CRAN |
Installation |
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