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: | 0.1.3 |
| 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: | 2025-08-20 |
| 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 + fileLICENSE |
| URL: | https://rohelab.github.io/vsp/,https://github.com/RoheLab/vsp |
| NeedsCompilation: | no |
| Materials: | README,NEWS |
| CRAN checks: | vsp results |