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GNAR

swMATH ID: 31350
Software Authors: Kathryn Leeming, Guy Nason, Matt Nunes, Marina Knight
Description: R package GNAR: 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. Such models are described in Knight et al. (2016), see <arXiv:1603.03221>.
Homepage: https://cran.r-project.org/web/packages/GNAR/index.html
Source Code:  https://github.com/cran/GNAR
Dependencies: R
Keywords: R; R package; Journal of Statistical Software; multivariate time series; networks; missing data; network time series
Related Software: R; tergm; igraph; PNAR; gimme; sparsevar; nets; autovarCore; tnam; networkTomography; NetOrigin; hybridModels; EpiILMCT; EpiILM; latentnet; HLSM; collpcm; forecast; fields; SparseTSCGM
Cited in: 4 Documents

Standard Articles

1 Publication describing the Software Year
Generalized Network Autoregressive Processes and the GNAR Package Link
Marina Knight, Kathryn Leeming, Guy Nason, Matthew Nunes
2020

Citations by Year