graphicalVAR (version 0.3.4)

Graphical VAR for Experience Sampling Data

Description

Estimates within and between time point interactions in experience sampling data, using the Graphical vector autoregression model in combination with regularization. See also Epskamp, Waldorp, Mottus & Borsboom (2018) .

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Version

Install

install.packages('graphicalVAR')

Monthly Downloads

1,069

Version

0.3.4

License

GPL (>= 2)

Maintainer

Sacha Epskamp

Last Published

February 21st, 2024

Functions in graphicalVAR (0.3.4)

simMLgvar

Generate graphical VAR data of multiple subjects

graphicalVAR

Estimate the graphical VAR model.

print.graphicalVAR

S3 methods for graphicalVAR objects.

randomGVARmodel

Simulate a graphical VAR model

graphicalVARsim

Simulates data from the graphical VAR model

plot.graphicalVAR

Plot method for graphicalVAR objects

mlGraphicalVAR

Pooled and individual graphical VAR estimation