R Observatory: Metrics for PNAR version 1.8

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

PNAR

1.8Package record

Poisson Network Autoregressive Models

0packages depend

3.8Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Michail TsagrisCRAN page ↗

Quasi likelihood-based methods for estimating linear and log-linear Poisson Network Autoregression models with p lags and covariates. Tools for testing the linearity versus several non-linear alternatives. Tools for simulation of multivariate count distributions, from linear and non-linear PNAR models, by using a specific copula construction. References include: Armillotta, M. and K. Fokianos (2023). "Nonlinear network autoregression". Annals of Statistics, 51(6): 2526--2552. doi:10.1214/23-AOS2345. Armillotta, M. and K. Fokianos (2024). "Count network autoregression". Journal of Time Series Analysis, 45(4): 584--612. doi:10.1111/jtsa.12728. Armillotta, M., Tsagris, M. and Fokianos, K. (2023). "Inference for Network Count Time Series with the R Package PNAR". The R Journal, 15/4: 255--269. doi:10.32614/RJ-2023-094.

Install

R (CRAN)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("PNAR", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-pnar

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-PNAR

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-PNAR

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 2.0 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.8

READMENoVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Description cites an R Journal article

Help pages: 27includes a package overview page
Examples that run: 100%26 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 96%

How these are measured

Downloads

3.8K

CRAN downloads in the past year

Rank #9,739 · ~10/day · ~319/mo

Releases R versions

Daily download trend is not available in this view yet.

34430 days

1K90 days

3.8K1 year

Compare downloads with other packages →

Also on80 r2u1 autocran

How downloads are counted

Dependencies

Declared dependencies

7 external dependencies (excludes base and recommended)

Installing PNAR adds 22 packages (15 with compiled code, 29 MB of source tarballs). Heaviest: BH 14 MB, igraph 4.8 MB, nloptr 2.1 MB.

Depends (1)

R >= 4.0

Imports (9)

doParallel foreach igraph nloptrparallelrangen Rfast Rfast2stats

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (3)

Michail Tsagris

Author, Maintainer since 1.0 (2022)

Mirko Armillotta

Author, Copyright holder

Konstantinos Fokianos

Author

Releases (9)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
1.8Latest
record
2026-03-27 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
1.7
record
2024-09-05 · diff ↗
R
R 4.4.0 released · 2024-04-24
1.6
record
2023-10-09 · diff ↗
1.5
record
2023-09-15 · diff ↗ ·
added 1 export
.onAttach
1.4
record
2023-05-12 · diff ↗ ·
added 2 exports
lin_narpq_init, log_lin_narpq_init
R
R 4.3.0 released · 2023-04-21
1.3
record
2022-11-02 · diff ↗ ·
added 2 exports
lin_ic_plot, log_lin_ic_plot
1.2
record
2022-10-05 · diff ↗
1.1
record
2022-08-22 · diff ↗
1.0
record
2022-06-08
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2022-06-08
Total releases: 9 / 4 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 4.0
Bundled data: 33 KB / 2 files
Download size: 65 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("PNAR")

Format

Tsagris, M., Armillotta, M., & Fokianos, K. (2026). PNAR: Poisson Network Autoregressive Models (Version 1.8) [Computer software]. https://doi.org/10.32614/CRAN.package.PNAR

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

Cite the R Observatory

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

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for PNAR version 1.8 [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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