pompom

Person-Oriented Method and Perturbation on the Model

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).

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Description file content

Package
pompom
Type
Package
Title
Person-Oriented Method and Perturbation on the Model
Version
0.1.4
Maintainer
Xiao Yang
Description
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) . Gates, K. M., Molenaar, P. C. M., Hillary, F. G., Ram, N., & Rovine, M. J. (2010) . Gates, K. M., & Molenaar, P. C. M. (2012) . Lutkepohl, H. (2007, ISBN:3540262393).
License
GPL-2
Encoding
UTF-8
LazyData
true
RoxygenNote
6.0.1
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
VignetteBuilder
knitr
NeedsCompilation
no
Packaged
2018-01-10 19:05:32 UTC; Xiao Yang
Author
Xiao Yang [cre, aut], Nilam Ram [aut], Peter Molenaar [aut]
Repository
CRAN
Date/Publication
2018-01-11 12:04:04 UTC

install.packages('pompom')

0.1.4

5 days ago

Xiao Yang

GPL-2

Depends on

R (>= 3.0.0)

Imports

lavaan (>= 0.5-23.1097), ggplot2 (>= 2.2.1), reshape2 (>= 1.4.2), qgraph, utils

Suggests

knitr, rmarkdown, testthat

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