Estimate Directed and Undirected Graphical Models and Construct Networks

combineR | Combine two networks. |

Cont2Gaus | A transfomation from count data into Gaussian data |

ContSim | A simulation method for generating count data from... |

ContTran | A data continuized transformation |

count | An example of count dataset for constructing networks |

DAGsim | Simulate a directed acyclic graph with mixed data (continuous... |

diffR | Detect difference between two networks. |

equSA-package | Graphical model has been widely used in may scientific fileds... |

equSAR | An equvalent mearsure of partial correlation coeffients |

JGGM | Joint estimation of Multiple Gaussian Graphical Models |

mixed3000 | One example dataset for p_learning |

pcorselR | Multiple hypothesis test |

p_learning | Construct Bayesian Network based on p-learning algorithm. |

plotGraph | Plot Single Network |

plotJGraph | Plot Networks |

psical | An calculation of psi scores. |

simtoequiv | Transform a directed acyclic graph into an equivalent correct... |

solcov | Calculate covariance matrix and precision matrix |

SR0 | One example dataset for equSA |

SR0_mat | The adjacency matrix for SR0 dataset. |

TR0 | One example dataset for equSA |

TR0_mat | The adjacency matrix for TR0 dataset. |

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