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R package to perform time-series analysis and guage the temporal influence from one variable to another.
We created an R package named “pompom” (pompom is the initials of person-oriented modeling and perturbation on the model), and we will use the functions in “pompom” to compute iRAM (impulse response analysis metric) in this pacakge.
iRAM is built upon a hybrid method that combines intraindividual variability methods and network analysis methods in order to model individuals as high-dimensional dynamic systems. This hybrid method is designed and tested to quantify the extent of interaction in a high-dimensional multivariate system, and applicable on experience sampling data.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.