Vintage Sparse PCA for Semi-Parametric Factor Analysis [R package vsp version 0.1.3]

vsp: Vintage Sparse PCA for Semi-Parametric Factor Analysis

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年08月20日

DOI: 10.32614/CRAN.package.vsp

Author: Karl Rohe [aut], Muzhe Zeng [aut], Alex Hayes ORCID iD [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

Documentation:

Reference manual: vsp.html , vsp.pdf

Vignettes: bff (source, R code)

Downloads:

Package source: vsp_0.1.3.tar.gz

Windows binaries: r-devel: vsp_0.1.3.zip, r-release: vsp_0.1.3.zip, r-oldrel: vsp_0.1.3.zip

macOS binaries: r-release (arm64): vsp_0.1.3.tgz, r-oldrel (arm64): vsp_0.1.3.tgz, r-release (x86_64): vsp_0.1.3.tgz, r-oldrel (x86_64): vsp_0.1.3.tgz

Old sources: vsp archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=vsp to link to this page.