Package: vsp 0.1.1.9000

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_0.1.1.9000.tar.gz
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vsp_0.1.1.9000.tgz(r-4.4-any)vsp_0.1.1.9000.tgz(r-4.3-any)
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vsp.pdf |vsp.html✨
vsp/json (API)
NEWS

Peer review:

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

On CRAN:

21 exports 25 stars 2.43 score 36 dependencies 19 scripts 229 downloads

Last updated 3 months agofrom:193506e2e9. Checks:OK: 5 NOTE: 2. Indexed: yes.

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