Person-Oriented Method and Perturbation on the Model
Generate iRAM (impulse response anlaysis metric) from model fit.
Generate iRAM (impulse response anlaysis metric) in the equilibrium fo...
Provide model summary.
Parse the beta from model fit object
Plot the time profiles in the integrated form
Plot distribution of recovery time based on bootstrapped version of iR...
Plot the network graph
Plot time profiles given a time-series generated by impulse response a...
Fit a multivariate time series with uSEM (unified Structural Equation ...
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).