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DESCRIPTION
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Type: Package
Package: vsp
Title: Vintage Sparse PCA for Semi-Parametric Factor Analysis
Version: 0.1.2
Authors@R: c(
person("Karl", "Rohe", , "[email protected]", role = "aut"),
person("Muzhe", "Zeng", , "[email protected]", role = "aut"),
person("Alex", "Hayes", , "[email protected]", role = c("aut", "cre", "cph"),
comment = c(ORCID = "0000-0002-4985-5160")),
person("Fan", "Chen", role = "aut")
)
Description: 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.
License: MIT + file LICENSE
URL: https://rohelab.github.io/vsp/, https://github.com/RoheLab/vsp
BugReports: https://github.com/RoheLab/vsp/issues
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
VignetteBuilder:
knitr
Config/testthat/edition: 3
Encoding: UTF-8
LazyData: true
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2