PLNmodels
Poisson Lognormal Models
The Poisson-lognormal model and variants (Chiquet, Mariadassou and Robin, 2021 <doi:10.3389/fevo.2021.588292>) can be used for a variety of multivariate problems when count data are at play, including principal component analysis for count data, discriminant analysis, model-based clustering and network inference. Implements variational algorithms to fit such models accompanied with a set of functions for visualization and diagnostic.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
1.2.2 |
rolling linux/jammy R-4.5 | PLNmodels_1.2.2.tar.gz |
4.7 MiB |
1.2.2 |
rolling linux/noble R-4.5 | PLNmodels_1.2.2.tar.gz |
4.7 MiB |
1.2.2 |
rolling source/ R- | PLNmodels_1.2.2.tar.gz |
3.2 MiB |
1.2.2 |
latest linux/jammy R-4.5 | PLNmodels_1.2.2.tar.gz |
4.7 MiB |
1.2.2 |
latest linux/noble R-4.5 | PLNmodels_1.2.2.tar.gz |
4.7 MiB |
1.2.2 |
latest source/ R- | PLNmodels_1.2.2.tar.gz |
3.2 MiB |
1.2.2 |
2026-04-26 source/ R- | PLNmodels_1.2.2.tar.gz |
3.2 MiB |
1.2.2 |
2026-04-23 source/ R- | PLNmodels_1.2.2.tar.gz |
3.2 MiB |
1.2.2 |
2026-04-09 windows/windows R-4.5 | PLNmodels_1.2.2.zip |
5.1 MiB |
1.2.2 |
2025-04-20 source/ R- | PLNmodels_1.2.2.tar.gz |
3.2 MiB |