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: |
0.1.4 |
| Depends: |
R (≥ 4.1.0) |
| Imports: |
clue, dplyr, furrr, ggplot2, glue, igraph, invertiforms, LRMF3, magrittr, Matrix, methods, purrr, rlang, RSpectra, scales, stats, tibble, tidyselect, tidyr, withr |
| Suggests: |
covr, GGally, igraphdata, knitr, rmarkdown, testthat (≥
3.0.0), tidygraph |
| Published: |
2026-04-16 |
| 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 |