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vsp  

Vintage Sparse PCA for Semi-Parametric Factor Analysis
View on CRAN: Click here


Download and install vsp package within the R console
Install from CRAN:
install.packages("vsp")

Install from Github:
library("remotes")
install_github("cran/vsp")

Install by package version:
library("remotes")
install_version("vsp", "0.1.3")



Attach the package and use:
library("vsp")
Maintained by
Alex Hayes
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-02-10
Latest Update: 2025-08-25
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.
How to cite:
Alex Hayes (2022). vsp: Vintage Sparse PCA for Semi-Parametric Factor Analysis. R package version 0.1.3, https://cran.r-project.org/web/packages/vsp. Accessed 06 Mar. 2026.
Previous versions and publish date:
0.1.0 (2022-02-10 20:30), 0.1.1 (2022-12-05 17:00), 0.1.2 (2024-11-05 20:40)
Other packages that cited vsp R package
View vsp citation profile
Other R packages that vsp depends, imports, suggests or enhances
Complete documentation for vsp
Functions, R codes and Examples using the vsp R package
Some associated functions: bff . bind_varimax_z . get_svd_u . get_z_hubs . make_skew_positive . pipe . plot_ipr_pairs . plot_mixing_matrix . plot_varimax_z_pairs . safe_row_l2_normalize . screeplot.vsp_fa . set_z_factor_names . vsp-package . vsp . vsp.svd_like . vsp_fa . 
Some associated R codes: accessors.R . bff.R . object.R . plots.R . utils.R . vsp-package.R . vsp.R .  Full vsp package functions and examples
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