dlmtree-package {dlmtree} | R Documentation |
dlmtree: Bayesian Treed Distributed Lag Models
Description
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 help interpret results.
Author(s)
Maintainer: Daniel Mork dmork@hsph.harvard.edu (ORCID) [copyright holder]
Authors:
Seongwon Im Seongwon.Im@colostate.edu (ORCID)
Ander Wilson Ander.Wilson@colostate.edu (ORCID)
See Also
Useful links:
Report bugs at https://github.com/danielmork/dlmtree/issues