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bootnet: Bootstrap Methods for Various Network Estimation Routines

Bootstrap methods to assess accuracy and stability of estimated network structures and centrality indices <doi:10.3758/s13428-017-0862-1>. Allows for flexible specification of any undirected network estimation procedure in R, and offers default sets for various estimation routines.

Version: 1.6
Depends: ggplot2, R (≥ 3.0.0)
Imports: methods, igraph, IsingFit (≥ 0.4), qgraph, dplyr (≥ 0.3.0.2), tidyr, gtools, corpcor, IsingSampler (≥ 0.2.3), mvtnorm, abind, Matrix, snow, mgm (≥ 1.2), NetworkToolbox (≥ 1.1.0), pbapply, networktools, rlang, tibble, tidyselect
Suggests: glasso, GGMncv, BDgraph, graphicalVAR, relaimpo, lavaan, psychTools, huge
Published: 2024-02-21
DOI: 10.32614/CRAN.package.bootnet
Author: Sacha Epskamp [aut, cre], Eiko I. Fried [ctb]
Maintainer: Sacha Epskamp <mail at sachaepskamp.com>
BugReports: https://github.com/SachaEpskamp/bootnet/issues
License: GPL-2
URL: https://github.com/SachaEpskamp/bootnet
NeedsCompilation: no
Citation: bootnet citation info
Materials: README NEWS
In views: Psychometrics
CRAN checks: bootnet results

Documentation:

Reference manual: bootnet.pdf

Downloads:

Package source: bootnet_1.6.tar.gz
Windows binaries: r-devel: bootnet_1.6.zip, r-release: bootnet_1.6.zip, r-oldrel: bootnet_1.6.zip
macOS binaries: r-release (arm64): bootnet_1.6.tgz, r-oldrel (arm64): bootnet_1.6.tgz, r-release (x86_64): bootnet_1.6.tgz, r-oldrel (x86_64): bootnet_1.6.tgz
Old sources: bootnet archive

Reverse dependencies:

Reverse imports: powerly
Reverse suggests: EMgaussian, NetworkComparisonTest

Linking:

Please use the canonical form https://CRAN.R-project.org/package=bootnet to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.