CRAN/E | fanc

fanc

Penalized Likelihood Factor Analysis via Nonconvex Penalty

Installation

About

Computes the penalized maximum likelihood estimates of factor loadings and unique variances for various tuning parameters. The pathwise coordinate descent along with EM algorithm is used. This package also includes a new graphical tool which outputs path diagram, goodness-of-fit indices and model selection criteria for each regularization parameter. The user can change the regularization parameter by manipulating scrollbars, which is helpful to find a suitable value of regularization parameter.

doi.org/10.1007/s11222-014-9458-0
doi.org/10.1016/j.csda.2014.05.011
doi.org/10.1007/s41237-016-0007-3
keihirose.com

Key Metrics

Version 2.3.5
Published 2022-05-24 486 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks fanc results

Downloads

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Last 7 days 62 +2%
Last 30 days 289 -15%
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Last 365 days 4.101 -27%

Maintainer

Maintainer

Kei Hirose

mail@keihirose.com

Authors

Kei Hirose

aut / cre

Michio Yamamoto

aut

Haruhisa Nagata

aut

Material

Reference manual
Package source

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

fanc archive

Depends

Matrix
ellipse
tcltk