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Methods for Fitting Network Time Series Models

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Overview

About

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) doi:10.18637/jss.v096.i05 and Nason and Wei (2021) doi:10.1111/rssa.12875. Diagnostic tools for GNAR(X) models can be found in Nason et al. (2023) doi:10.48550/arXiv.2312.00530.

Install

Health

CRAN checks
13OK
Slowest check: 2.7 min · r-oldrel-windows-x86_64
Status changes
  • OK13 OK2026-08-05
  • NOTE12 OK, 1 NOTE2026-08-01
  • OK13 OK2026-06-09
  • ERROR12 OK, 1 ERROR2026-06-08
  • OK14 OK2026-03-10
Advisories

none known

Documentation

In release 1.1.4
READMENoVignettesNoNEWSNoCitation fileYes · cites a publicationWebsitenot declared in DESCRIPTION
Cites a JSS article
Help pages
48
Examples that run
91%43 run in a plain check · 4 never run
Exported functions with examples
100%
Documented parameters
98%
Return-value docs
96%
Help pages citing references
40%

Downloads

4.8K
CRAN downloads in the past year
Rank #8,943 · ~13/day · ~398/mo
Daily download trend is not available in this view yet.
37930 days
1.1K90 days
4.8K1 year
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Dependencies

Declared dependencies
8 external dependencies (excludes base and recommended)

Installing GNAR adds 78 packages (41 with compiled code, 75 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, igraph 4.8 MB.

Depends (1)
R >= 3.5.0
LinkingTo (0)
none
Suggests (0)
none
Enhances (0)
none
Reverse dependencies
0direct
0indirect

Nothing depends on this yet.

Datasets

People & History

People (7)
Author, Maintainer since 0.2.7 (2018)
Author
Author · added in 1.1.3
Author · added in 1.1.2
Contributor · added in 1.1.3
Contributor
Releases (9)

Pick two releases to compare their code metrics.

  • R
    R 4.6.0 released · 2026-04-24
  • R
    R 4.5.0 released · 2025-04-11
  • 1.1.4Latest
    record
    2024-10-02 · current release · diff ↗ ·
    removed 1 export
    wagner_plot
    added 1 export
    r_corbit_plot
  • R
    R 4.4.0 released · 2024-04-24
  • 1.1.3
    record
    2023-12-18 · diff ↗ ·
    added 10 exports
    active_node_plot, corbit_plot, cross_correlation_plot, get_k_stages_adjacency_tensor, local_relevance_plot, nacf, node_relevance_plot, pnacf, wagner_plot, weights_matrix
  • 1.1.2
    record
    2023-04-27 · diff ↗ ·
    added 3 exports
    GNARXdesign, GNARXfit, GNARXsim
  • R
    R 4.3.0 released · 2023-04-21
  • R
    R 4.2.0 released · 2022-04-22
  • R
    R 4.1.0 released · 2021-05-18
  • 1.1.1
    record
    2020-11-11 · diff ↗
  • 1.1.0
    record
    2020-05-31 · diff ↗
  • R
    R 4.0.0 released · 2020-04-24
  • 1.0
    record
    2019-10-29 · diff ↗
  • 0.3.6
    record
    2019-06-07 · diff ↗ ·
    removed 1 export
    pattern:^[[:alpha:]]+
    added 14 exports
    as.GNARnet, GNARdesign, GNARfit, GNARsim, GNARtoigraph, igraphtoGNAR, is.GNARfit, is.GNARnet, matrixtoGNAR, na.row, NofNeighbours, residToMat, seedToNet, windnetplot
  • R
    R 3.6.0 released · 2019-04-26
  • 0.2.9
    record
    2018-11-02 · diff ↗
Show 2 earlier eventsHide 2 earlier events
  • 0.2.7
    record
    2018-09-25
  • R
    R 3.5.0 released · 2018-04-23

Package metadata

First published
2018-09-25
Total releases
9 / 8 yrs
License
GPL-2 OSI
Minimum R
≥ 3.5.0
Bundled data
148 KB / 5 files
Download size
198 KB
Appears in task views

Cite

Cite this package

Run in R for the authors' entry:

citation("GNAR")

The package provides a citation file, so citation() returns the authors' own entry.

It points to 10.18637/jss.v096.i05.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

APA

Balamuta, J. J. (2026). R Observatory: Metrics for GNAR version 1.1.4 [Data set]. HJJB, LLC. Data release v2026-10-24. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-24, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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