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pompom
View on CRAN: Click
here
Download and install pompom package within the R console
Install from CRAN:
install.packages("pompom")
Install from Github:
library("remotes")
install_github("cran/pompom")
Install by package version:
library("remotes")
install_version("pompom", "0.2.1")
Attach the package and use:
library("pompom")
Maintained by
Xiao Yang
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-01-11
Latest Update: 2021-02-15
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).
How to cite:
Xiao Yang (2018). pompom: Person-Oriented Method and Perturbation on the Model. R package version 0.2.1, https://cran.r-project.org/web/packages/pompom. Accessed 22 Dec. 2024.
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Complete documentation for pompom
Functions, R codes and Examples using
the pompom R package
Some associated functions: bootstrap_iRAM_2node . bootstrap_iRAM_3node . iRAM . iRAM_equilibrium . model_summary . parse_beta . plot_iRAM_dist . plot_integrated_time_profile . plot_network_graph . plot_time_profile . simts_2node . simts_3node . true_beta_2node . true_beta_3node . uSEM . usemmodelfit .
Some associated R codes: data-bootstrapped_iRAM_2node.R . data-bootstrapped_iRAM_3node.R . data-simts_2node.R . data-simts_3node.R . data-true_beta_2node.R . data-true_beta_3node.R . data-usemmodelfit.R . impulse_response.R . misc.R . plot.R . uSEM.R . Full pompom package functions and examples
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