Flexible Data Simulation Using the Multivariate Normal Distribution


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Documentation for package ‘fake’ version 1.4.0

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BlockDiagonal Block diagonal matrix
BlockMatrix Block matrix
BlockStructure Block structure
Concordance Concordance statistic
Contrast Matrix contrast
ExpectedCommunities Expected community structure
ExpectedConcordance Expected concordance statistic
Heatmap Heatmap visualisation
LayeredDAG Layered Directed Acyclic Graph
MakePositiveDefinite Making positive definite matrix
MatchingArguments Matching arguments
MinWithinProba Within-group probabilities for communities
plot.roc_curve Receiver Operating Characteristic (ROC) curve
ROC Receiver Operating Characteristic (ROC)
SimulateAdjacency Simulation of undirected graph with block structure
SimulateClustering Simulation of data with underlying clusters
SimulateComponents Data simulation for sparse Principal Component Analysis
SimulateCorrelation Simulation of a correlation matrix
SimulateGraphical Data simulation for Gaussian Graphical Modelling
SimulatePrecision Simulation of precision matrix
SimulateRegression Data simulation for multivariate regression
SimulateStructural Data simulation for Structural Causal Modelling