Package: penfa 0.1.1
penfa: Single- And Multiple-Group Penalized Factor Analysis
Fits single- and multiple-group penalized factor analysis models via a trust-region algorithm with integrated automatic multiple tuning parameter selection (Geminiani et al., 2021 <doi:10.1007/s11336-021-09751-8>). Available penalties include lasso, adaptive lasso, scad, mcp, and ridge.
Authors:
penfa_0.1.1.tar.gz
penfa_0.1.1.zip(r-4.5)penfa_0.1.1.zip(r-4.4)penfa_0.1.1.zip(r-4.3)
penfa_0.1.1.tgz(r-4.4-any)penfa_0.1.1.tgz(r-4.3-any)
penfa_0.1.1.tar.gz(r-4.5-noble)penfa_0.1.1.tar.gz(r-4.4-noble)
penfa_0.1.1.tgz(r-4.4-emscripten)penfa_0.1.1.tgz(r-4.3-emscripten)
penfa.pdf |penfa.html✨
penfa/json (API)
NEWS
| # Install 'penfa' in R: |
| install.packages('penfa', repos = c('https://egeminiani.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/egeminiani/penfa/issues
- ccdata - Data set for cross-cultural analysis
factor-analysislassolatent-variablesmultiple-groupoptimizationpenalizationpsychometrics
Last updated 3 years agofrom:c839bfb312. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 21 2024 |
| R-4.5-win | OK | Oct 21 2024 |
| R-4.5-linux | OK | Oct 21 2024 |
| R-4.4-win | OK | Oct 21 2024 |
| R-4.4-mac | OK | Oct 21 2024 |
| R-4.3-win | OK | Oct 21 2024 |
| R-4.3-mac | OK | Oct 21 2024 |
Exports:coeffittedpenfapenfaOptionspenfaOutpenfaParEstimpenfaPredictpenmatshowsummary
Dependencies:abindADGofTestclicolorspacecopulaDBIevdfansifarvergamlss.distggplot2GJRMgluegmpGPArotationgslgtableismevisobandlabelinglatticelifecyclemagicmagrittrMASSMatrixmatrixStatsmgcvminqamitoolsmnormtmunsellmvtnormnlmenumDerivpcaPPpillarpkgconfigpsplinepsychR6RColorBrewerRcppRcppArmadillorlangRmpfrscalesscamstabledistsurveysurvivaltibbletrustutf8vctrsVGAMVineCopulaviridisLitewithr
Penalized Factor Analysis
Rendered fromautomatic-tuning-selection.Rmdusingknitr::rmarkdownon Oct 21 2024.Last update: 2021-07-11
Started: 2021-06-28
Penalized Factor Analysis: grid search
Rendered fromgrid-search-tuning-selection.Rmdusingknitr::rmarkdownon Oct 21 2024.Last update: 2021-07-13
Started: 2021-06-28
