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.

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Description file content

Package
bootnet
Type
Package
Title
Bootstrap Methods for Various Network Estimation Routines
Version
1.2.4
Maintainer
Sacha Epskamp
Depends
ggplot2, R (>= 3.0.0)
Imports
methods, igraph, IsingFit, qgraph, dplyr (>= 0.3.0.2), tidyr, gtools, corpcor, IsingSampler, mvtnorm, abind, Matrix, parallel, huge, parcor, mgm (>= 1.2), relaimpo, NetworkToolbox (>= 1.1.0), pbapply, graphicalVAR, BDgraph, psychTools, networktools, lavaan, glasso
Description
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.
License
GPL-2
NeedsCompilation
no
Packaged
2019-08-08 09:21:24 UTC; ubuntu
Author
Sacha Epskamp [aut, cre], Eiko I. Fried [ctb]
Repository
CRAN
Date/Publication
2019-08-08 09:40:02 UTC

install.packages('bootnet')

1.2.4

13 days ago

Sacha Epskamp

GPL-2

Depends on

ggplot2, R (>= 3.0.0)

Imports

methods, igraph, IsingFit, qgraph, dplyr (>= 0.3.0.2), tidyr, gtools, corpcor, IsingSampler, mvtnorm, abind, Matrix, parallel, huge, parcor, mgm (>= 1.2), relaimpo, NetworkToolbox (>= 1.1.0), pbapply, graphicalVAR, BDgraph, psychTools, networktools, lavaan, glasso

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