CRAN/E | vsp

vsp

Vintage Sparse PCA for Semi-Parametric Factor Analysis

Installation

About

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.

github.com/RoheLab/vsp
Bug report File report

Key Metrics

Version 0.1.0
R ≥ 3.1
Published 2022-02-10 810 days ago
Needs compilation? no
License MIT
License File
CRAN checks vsp results

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Maintainer

Maintainer

Alex Hayes

alexpghayes@gmail.com

Authors

Karl Rohe

aut

Muzhe Zeng

aut

Alex Hayes

aut / cre / cph

Fan Chen

aut

Material

README
Reference manual
Package source

Vignettes

bff

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Depends

R ≥ 3.1

Imports

ggplot2
glue
invertiforms
LRMF3
magrittr
Matrix
rlang
RSpectra
stats
tibble
withr

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