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: | 10.32614/CRAN.package.bootnet |
| Author: | Sacha Epskamp [aut, cre], Eiko I. Fried [ctb] |
| Maintainer: | Sacha Epskamp |
| BugReports: | https://github.com/SachaEpskamp/bootnet/issues |
| License: | GPL-2 |
| URL: | https://github.com/SachaEpskamp/bootnet |
| NeedsCompilation: | no |
| Citation: | bootnet citation info |
| Materials: | README, |
| In views: | NetworkAnalysis, Psychometrics |
| CRAN checks: | bootnet results |
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