CRAN/E | penfa

penfa

Single- And Multiple-Group Penalized Factor Analysis

Installation

About

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.

Citation penfa citation info
github.com/egeminiani/penfa

Key Metrics

Version 0.1.1
R ≥ 3.5.0
Published 2021-07-17 986 days ago
Needs compilation? no
License GPL-3
CRAN checks penfa results

Downloads

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Maintainer

Maintainer

Elena Geminiani

geminianielena@gmail.com

Authors

Elena Geminiani

aut / cre

Giampiero Marra

aut

Irini Moustaki

aut

Material

README
NEWS
Reference manual
Package source

Vignettes

Penalized Factor Analysis
Penalized Factor Analysis: grid search

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

penfa archive

Depends

R ≥ 3.5.0

Imports

MASS
methods
mgcv
GJRM
stats
trust
utils

Suggests

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knitr
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