Fit and Simulate Generalised Hypergeometric Ensembles of Graphs

adj2el | Maps adjacency matrix to edgelist |

adj_karate | Zachary's Karate Club graph |

as.ghype | Map list to ghype object |

bccm | Fitting bccm models |

BootstrapProperty | BootstrapProperty computes igraph analytics function on... |

checkGraphtype | Check graph input type (for whether it's a graph or a... |

coef.nrm | Extraction method for coefficients of models of class "nrm". |

compute_xi | Auxiliary function. Computes combinatorial matrix. |

conf.test | Test regular (gnp) vs configuration model |

contacts.adj | Highschool contact network adjacency matrix |

cospons_mat | Swiss MPs network adjacency matrix |

coxsnellR2 | Computes Cox and Snell pseudo R-squared for nrm models. |

CreateIgGraphs | Convert a list of adjacency matrices to a list of igraph... |

create_predictors | Create a nrmpredictor object from passed argument |

create_predictors.list | Create a nrmpredictor object from list |

dt | Swiss MPs attribute data frame. |

dtcommittee | Swiss MPs committee affiliation data frame. |

el2adj | Maps edgelist to adjacency matrix |

extract.nrm.cluster | Extract details from statistical models for table... |

FitOmega | Fit propensity matrix for full model |

get_zero_dummy | Create a dummy variable to encode zero values of another... |

ghype | Fitting gHypEG models |

gof.test | Perform a goodness-of-fit test |

highschool.multiplex | Highschool contact network multiplex representation |

highschool.predictors | Highschool contact network predictors |

homophily_stat | Calculate homophily in multi-edge graphs. |

isNetwork | Test null model vs full ghype. |

JnBlock | Fisher Information matrix for estimators in block models. |

link_significance | Estimate statistical deviations from ghype model |

logl | General method to compute log-likelihood for ghype models. |

logLik.ghype | Extract Log-Likelihood |

loglratio | Compute log-likelihood ratio for ghype models. |

lr.test | Perform likelihood ratio test between two ghype models. |

mat2vec.ix | Auxiliary function, gives mask for matrix for directed,... |

mcfaddenR2 | Computes Mc Fadden pseudo R-squared. |

nr.ci | Confidence intervals for nrm models. |

nrm | Fitting gHypEG regression models for multi-edge networks. |

nrm_choose | Selects the best set of predictors among the given sets by... |

nrm_selection | Perform AIC forward selection for nrm. |

nr.significance | Computes the significance of more complex model against a... |

onlinesim_mat | Swiss MPs committee similarity matrix. |

predict.nrm | Method to predict the expected values of a nrm model |

reciprocity_stat | Calculate weighted reciprocity change statistics for... |

regularm | Fit the gnm model |

residuals.nrm | Method to compute residuals of nrm models |

rghype | Generate random realisations from ghype model. |

RMSE | Computes the Root Mean Squared Error |

RMSLE | Computes the Root Mean Squared Logged Error |

scm | Fit the Soft-Configuration Model |

sharedPartner_stat | Calculate (un-)weighted shared partner change statistics for... |

summary.nrm | Summary method for elements of class "nrm". |

summary.nrm_selection | Summary method for elements of class "nrm_selection". |

vec2mat | Auxiliary function, produces matrix from vector |

vertexlabels | Zachary's Karate Club vertex faction assignment |

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