Provides fast spectral estimation of latent factors in random dot product graphs using the vsp estimator. Under mild assumptions, the vsp estimator is consistent for (degree-corrected) stochastic blockmodels, (degree-corrected) mixed-membership stochastic blockmodels, and degree-corrected overlapping stochastic blockmodels.
Version: | 0.1.2 |
Depends: | R (≥ 3.1) |
Imports: | clue, ggplot2, glue, invertiforms, LRMF3, magrittr, Matrix, rlang, RSpectra, stats, tibble, withr |
Suggests: | covr, dplyr, GGally, igraph, igraphdata, knitr, purrr, rmarkdown, scales, testthat (≥ 3.0.0), tidygraph, tidyr |
Published: | 2024-11-05 |
DOI: | 10.32614/CRAN.package.vsp |
Author: | Karl Rohe [aut], Muzhe Zeng [aut], Alex Hayes [aut, cre, cph], Fan Chen [aut] |
Maintainer: | Alex Hayes <alexpghayes at gmail.com> |
BugReports: | https://github.com/RoheLab/vsp/issues |
License: | MIT + file LICENSE |
URL: | https://rohelab.github.io/vsp/, https://github.com/RoheLab/vsp |
NeedsCompilation: | no |
Materials: | README NEWS |
CRAN checks: | vsp results |
Reference manual: | vsp.pdf |
Vignettes: |
bff (source, R code) |
Package source: | vsp_0.1.2.tar.gz |
Windows binaries: | r-devel: vsp_0.1.2.zip, r-release: vsp_0.1.2.zip, r-oldrel: vsp_0.1.2.zip |
macOS binaries: | r-release (arm64): vsp_0.1.2.tgz, r-oldrel (arm64): vsp_0.1.2.tgz, r-release (x86_64): vsp_0.1.2.tgz, r-oldrel (x86_64): vsp_0.1.2.tgz |
Old sources: | vsp archive |
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