bootnet: Bootstrap Methods for Various Network Estimation Routines (original) (raw)
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:
Author:
Sacha Epskamp [aut, cre], Eiko I. Fried [ctb]
Maintainer:
Sacha Epskamp
BugReports:
https://github.com/SachaEpskamp/bootnet/issues
License:
URL:
https://github.com/SachaEpskamp/bootnet
NeedsCompilation:
no
Citation:
Materials:
In views:
CRAN checks: