Description Details Author(s) References See Also

The package allows to compute the structural intervention distance (SID) between two graphs. This (pre-)metric evaluates graphs from a causal inference point of view. The package also contains a function for computing the Hamming distance and to generate random DAGs.

Package: | SID |

Type: | Package |

Version: | 1.0 |

Date: | 2015-03-07 |

License: | FreeBSD |

Computing the Structural Intervention Distance. The algorithm can be called with `structIntervDist`

.

Jonas Peters <jonas.peters@tuebingen.mpg.de>

J. Peters, P. B\"uhlmann: Structural intervention distance (SID) for evaluating causal graphs, Neural Computation 27, pages 771-799, 2015

`randomDAG`

`structIntervDist`

`hammingDist`

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