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Estimation of Time-Varying k-order Mixed Graphical Models

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mgm

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The package includes functions to estimate, visualize and resample time-varying k-order Mixed Graphical Models (MGMs) and mixed Vector Autoregressive (mVAR) models.

Here is a paper describing the package: https://arxiv.org/abs/1510.06871

And here are a couple of blog posts about some functions: https://jmbh.github.io/

The developmental version can be installed from within R using the devtools-package:

library(devtools) install_github("jmbh/mgm")

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Estimation of Time-Varying k-order Mixed Graphical Models

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