Package: vsp 0.1.2

Alex Hayes

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.

Authors:Karl Rohe [aut], Muzhe Zeng [aut], Alex Hayes [aut, cre, cph], Fan Chen [aut]

vsp_0.1.2.tar.gz
vsp_0.1.2.zip(r-4.5)vsp_0.1.2.zip(r-4.4)vsp_0.1.2.zip(r-4.3)
vsp_0.1.2.tgz(r-4.4-any)vsp_0.1.2.tgz(r-4.3-any)
vsp_0.1.2.tar.gz(r-4.5-noble)vsp_0.1.2.tar.gz(r-4.4-noble)
vsp_0.1.2.tgz(r-4.4-emscripten)vsp_0.1.2.tgz(r-4.3-emscripten)
vsp.pdf |vsp.html✨
vsp/json (API)
NEWS

# Install 'vsp' in R:
install.packages('vsp', repos = c('https://rohelab.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/rohelab/vsp/issues

On CRAN:

6.35 score 25 stars 20 scripts 132 downloads 21 exports 36 dependencies

Last updated 19 days agofrom:ae4edddf3c. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 05 2024
R-4.5-winOKNov 05 2024
R-4.5-linuxOKNov 05 2024
R-4.4-winOKNov 05 2024
R-4.4-macOKNov 05 2024
R-4.3-winOKNov 05 2024
R-4.3-macOKNov 05 2024

Exports:%>%bffbind_svd_ubind_svd_vbind_varimax_ybind_varimax_zget_svd_uget_svd_vget_varimax_yget_varimax_zget_y_hubsget_z_hubsplot_ipr_pairsplot_mixing_matrixplot_svd_uplot_svd_vplot_varimax_y_pairsplot_varimax_z_pairsset_y_factor_namesset_z_factor_namesvsp

Dependencies:cliclueclustercolorspacefansifarverggplot2gluegtableinvertiformsisobandlabelinglatticelifecycleLRMF3magrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerRcppRcppEigenrlangRSpectrascalessparseLRMatrixtibbleutf8vctrsviridisLitewithr

Interpreting factors with bff(), the Best Feature Function

Fan Chen

Rendered frombff.Rmdusingknitr::rmarkdownon Nov 05 2024.

Last update: 2024-11-04
Started: 2020-01-31