Methods for Fitting Network Time Series Models
Overview
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
- OK13 OK2026-08-05
- NOTE12 OK, 1 NOTE2026-08-01
- OK13 OK2026-06-09
- ERROR12 OK, 1 ERROR2026-06-08
- OK14 OK2026-03-10
Documentation
- 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
Dependencies
Code & Tests
Datasets
People & History
Pick two releases to compare their code metrics.
- RR 4.6.0 released · 2026-04-24
- RR 4.5.0 released · 2025-04-11
- 1.1.4Latest
- RR 4.4.0 released · 2024-04-24
- 1.1.32023-12-18 · 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
- RR 4.3.0 released · 2023-04-21
- RR 4.2.0 released · 2022-04-22
- RR 4.1.0 released · 2021-05-18
- 1.1.12020-11-11 · diff ↗
- 1.1.02020-05-31 · diff ↗
- RR 4.0.0 released · 2020-04-24
- 1.02019-10-29 · diff ↗
- 0.3.62019-06-07 · 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 - RR 3.6.0 released · 2019-04-26
- 0.2.92018-11-02 · diff ↗
Show 2 earlier eventsHide 2 earlier events
- 0.2.72018-09-25
- RR 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
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.
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.