CRAN/E | pompom

pompom

Person-Oriented Method and Perturbation on the Model

Installation

About

An implementation of a hybrid method of person-oriented method and perturbation on the model. Pompom is the initials of the two methods. The hybrid method will provide a multivariate intraindividual variability metric (iRAM). The person-oriented method used in this package refers to uSEM (unified structural equation modeling, see Kim et al., 2007, Gates et al., 2010 and Gates et al., 2012 for details). Perturbation on the model was conducted according to impulse response analysis introduced in Lutkepohl (2007). Kim, J., Zhu, W., Chang, L., Bentler, P. M., & Ernst, T. (2007) doi:10.1002/hbm.20259. Gates, K. M., Molenaar, P. C. M., Hillary, F. G., Ram, N., & Rovine, M. J. (2010) doi:10.1016/j.neuroimage.2009.12.117. Gates, K. M., & Molenaar, P. C. M. (2012) doi:10.1016/j.neuroimage.2012.06.026. Lutkepohl, H. (2007, ISBN:3540262393).

Key Metrics

Version 0.2.1
R ≥ 3.0.0
Published 2021-02-15 1175 days ago
Needs compilation? no
License GPL-2
CRAN checks pompom results

Downloads

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Last 30 days 158 -5%
Last 90 days 443 -34%
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Maintainer

Maintainer

Xiao Yang

vwendy@gmail.com

Authors

Xiao Yang

cre / aut

Nilam Ram

aut

Peter Molenaar

aut

Material

README
Reference manual
Package source

Vignettes

3-node-example

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

pompom archive

Depends

R ≥ 3.0.0

Imports

lavaan ≥ 0.5-23.1097
ggplot2 ≥ 2.2.1
reshape2 ≥1.4.2
qgraph
utils

Suggests

knitr
rmarkdown
testthat