PNAR
Poisson Network Autoregressive Models
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>.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
1.8 |
rolling linux/jammy R-4.5 | PNAR_1.8.tar.gz |
274.1 KiB |
1.8 |
rolling linux/noble R-4.5 | PNAR_1.8.tar.gz |
274.1 KiB |
1.8 |
rolling source/ R- | PNAR_1.8.tar.gz |
65.9 KiB |
1.8 |
latest linux/jammy R-4.5 | PNAR_1.8.tar.gz |
274.1 KiB |
1.8 |
latest linux/noble R-4.5 | PNAR_1.8.tar.gz |
274.1 KiB |
1.8 |
latest source/ R- | PNAR_1.8.tar.gz |
65.9 KiB |
1.8 |
2026-04-26 source/ R- | PNAR_1.8.tar.gz |
65.9 KiB |
1.8 |
2026-04-23 source/ R- | PNAR_1.8.tar.gz |
65.9 KiB |
1.8 |
2026-04-09 windows/windows R-4.5 | PNAR_1.8.zip |
277.0 KiB |
1.7 |
2025-04-20 source/ R- | PNAR_1.7.tar.gz |
66.1 KiB |