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.
| Version: | 0.1.1 |
| Depends: | R (≥ 3.5.0) |
| Imports: | MASS, methods, mgcv, GJRM, stats, trust, utils |
| Suggests: | cartography, knitr, plotly, rmarkdown |
| Published: | 2021-07-17 |
| DOI: | 10.32614/CRAN.package.penfa |
| Author: | Elena Geminiani 
[aut, cre],
Giampiero Marra
[aut],
Irini Moustaki
[aut] |
| Maintainer: | Elena Geminiani <geminianielena at gmail.com> |
| License: | GPL-3 |
| URL: | https://github.com/egeminiani/penfa |
| NeedsCompilation: | no |
| Citation: | penfa citation info |
| Materials: | README, NEWS |
| CRAN checks: | penfa results |
Documentation:
| Reference manual: | penfa.html , penfa.pdf |
| Vignettes: |
Penalized Factor Analysis (source, R code) Penalized Factor Analysis: grid search (source, R code) |
Downloads:
| Package source: | penfa_0.1.1.tar.gz |
| Windows binaries: | r-devel: penfa_0.1.1.zip, r-release: penfa_0.1.1.zip, r-oldrel: penfa_0.1.1.zip |
| macOS binaries: | r-release (arm64): penfa_0.1.1.tgz, r-oldrel (arm64): penfa_0.1.1.tgz, r-release (x86_64): penfa_0.1.1.tgz, r-oldrel (x86_64): penfa_0.1.1.tgz |
| Old sources: | penfa archive |
Linking:
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