bootnet: Bootstrap Methods for Various Network Estimation Routines

Bootstrap methods to assess accuracy and stability of estimated network structures and centrality indices. Allows for flexible specification of any undirected network estimation procedure in R, and offers default sets for 'qgraph', 'IsingFit', 'IsingSampler', 'glasso', 'huge' and 'parcor' packages.

Author
Sacha Epskamp and Eiko I. Fried
Date of publication
2016-09-04 09:36:23
Maintainer
Sacha Epskamp <mail@sachaepskamp.com>
License
GPL-2
Version
0.3

View on CRAN

Man pages

binarize
Binarizes a dataset
bootnet
Bootstrapped network estimation
bootnet-package
Bootstrap Methods for Various Network Estimation Routines
corStability
Correlation stability coefficient
differenceTest
Bootstrapped difference test
estimateNetwork
Estimate a network structure
null
Returns NULL
plot.bootnet
Plots bootnet results
plotBootnetResult
Plot method for bootnetResult objects
print.bootnet
Print method for bootnet and bootnetResult objects
summary.bootnet
Summarize bootnet results

Files in this package

bootnet
bootnet/inst
bootnet/inst/CITATION
bootnet/NAMESPACE
bootnet/NEWS
bootnet/R
bootnet/R/summaryMethod.R
bootnet/R/centralityCompare.R
bootnet/R/bootnet.R
bootnet/R/checkDefault.R
bootnet/R/plotMethod.R
bootnet/R/bootTable.R
bootnet/R/checkInput.R
bootnet/R/estimateNetwork.R
bootnet/R/comparePlot.R
bootnet/R/printMethod.R
bootnet/R/defaultFunctions.R
bootnet/R/bootnetResultsMethods.R
bootnet/R/Smetric.R
bootnet/R/zzz.R
bootnet/MD5
bootnet/DESCRIPTION
bootnet/man
bootnet/man/bootnet-package.Rd
bootnet/man/differenceTest.Rd
bootnet/man/null.Rd
bootnet/man/summary.bootnet.Rd
bootnet/man/estimateNetwork.Rd
bootnet/man/binarize.Rd
bootnet/man/plot.bootnet.Rd
bootnet/man/plotBootnetResult.Rd
bootnet/man/print.bootnet.Rd
bootnet/man/bootnet.Rd
bootnet/man/corStability.Rd