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.
|Author||Kei Hirose, Michio Yamamoto, Haruhisa Nagata|
|Maintainer||Kei Hirose <[email protected]>|
|License||GPL (>= 2)|
|URL||http://link.springer.com/article/10.1007%2Fs11222-014-9458-0 http://www.sciencedirect.com/science/article/pii/S0167947314001510 http://www.keihirose.com|
|Package repository||View on CRAN|
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