dlmtree
Bayesian Treed Distributed Lag Models
Estimation of distributed lag models (DLMs) based on a Bayesian additive regression trees framework. Includes several extensions of DLMs: treed DLMs and distributed lag mixture models (Mork and Wilson, 2023) <doi:10.1111/biom.13568>; treed distributed lag nonlinear models (Mork and Wilson, 2022) <doi:10.1093/biostatistics/kxaa051>; heterogeneous DLMs (Mork, et. al., 2024) <doi:10.1080/01621459.2023.2258595>; monotone DLMs (Mork and Wilson, 2024) <doi:10.1214/23-BA1412>. The package also includes visualization tools and a 'shiny' interface to check model convergence and to help interpret results.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
1.1.1 |
rolling linux/jammy R-4.5 | dlmtree_1.1.1.tar.gz |
4.1 MiB |
1.1.1 |
rolling linux/noble R-4.5 | dlmtree_1.1.1.tar.gz |
4.2 MiB |
1.1.1 |
rolling source/ R- | dlmtree_1.1.1.tar.gz |
3.2 MiB |
1.1.1 |
latest linux/jammy R-4.5 | dlmtree_1.1.1.tar.gz |
4.1 MiB |
1.1.1 |
latest linux/noble R-4.5 | dlmtree_1.1.1.tar.gz |
4.2 MiB |
1.1.1 |
latest source/ R- | dlmtree_1.1.1.tar.gz |
3.2 MiB |
1.1.1 |
2026-04-26 source/ R- | dlmtree_1.1.1.tar.gz |
3.2 MiB |
1.1.1 |
2026-04-23 source/ R- | dlmtree_1.1.1.tar.gz |
3.2 MiB |
1.1.1 |
2026-04-09 windows/windows R-4.5 | dlmtree_1.1.1.zip |
4.6 MiB |
1.0.0 |
2025-04-20 source/ R- | dlmtree_1.0.0.tar.gz |
3.2 MiB |