Bootstrap Methods for Various Network Estimation Routines


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Documentation for package ‘bootnet’ version 1.4.3

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anRpackage-package Bootstrap Methods for Various Network Estimation Routines
anRpackage Bootstrap Methods for Various Network Estimation Routines
binarize Binarizes a dataset
bootInclude Inclusion proportion graph
bootnet Bootstrapped network estimation
bootnet_adalasso Estimate a network structure
bootnet_cor Estimate a network structure
bootnet_EBICglasso Estimate a network structure
bootnet_ggmModSelect Estimate a network structure
bootnet_graphicalVAR Estimate a network structure
bootnet_huge Estimate a network structure
bootnet_IsingFit Estimate a network structure
bootnet_IsingSampler Estimate a network structure
bootnet_LoGo Estimate a network structure
bootnet_mgm Estimate a network structure
bootnet_pcor Estimate a network structure
bootnet_piecewiseIsing Estimate a network structure
bootnet_relimp Estimate a network structure
bootnet_SVAR_lavaan Estimate a network structure
bootnet_TMFG Estimate a network structure
bootThreshold Threshold network based on bootstrapped intervals
corStability Correlation stability coefficient
differenceTest Bootstrapped difference test
estimateNetwork Estimate a network structure
genGGM Generates a GGM small-world network.
ggmGenerator Generates a function that simulates data from the Gaussian graphical model (GGM)
IsingGenerator Generates a function that simulates data from the Ising model
multiverse Multiverse plot of bootnet results
netSimulator Network Estimation Performance
null Returns NULL
plot.bootnet Plots bootnet results
plot.bootnetResult Plot method for bootnetResult objects
plot.netSimulator netSimulator S3 methods
plot.replicationSimulator netSimulator S3 methods
print.bootnet Print method for bootnet and bootnetResult objects
print.bootnetResult Print method for bootnet and bootnetResult objects
print.netSimulator netSimulator S3 methods
print.replicationSimulator netSimulator S3 methods
quantile_transformation Data transformation functions
rank_transformation Data transformation functions
replicationSimulator Network Estimation Performance
summary.bootnet Summarize bootnet results
summary.bootnetResult Print method for bootnet and bootnetResult objects
summary.netSimulator netSimulator S3 methods
summary.replicationSimulator netSimulator S3 methods