Methods for Fitting Network Time Series Models

Simulation of, and fitting models for, Generalised Network Autoregressive (GNAR) time series models which take account of network structure, potentially with exogenous variables. Such models are described in Knight et al. (2020) and Nason and Wei (2021) . Diagnostic tools for GNAR(X) models can be found in Nason et al. (2023) .


Reference manual

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install.packages("GNAR")

1.1.4 by Matt Nunes, 2 years ago


Browse source code at https://github.com/cran/GNAR


Authors: Kathryn Leeming [aut] , Guy Nason [aut] , Matt Nunes [aut, cre] , Marina Knight [ctb] , James Wei [aut] , Daniel Salnikov [aut] , Mario Cortina Borja [ctb]


Documentation:   PDF Manual  


GPL-2 license


Imports ggforce, ggplot2, ggpubr, grid, igraph, matrixcalc, rlang, stats, viridis, wordcloud


See at CRAN