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dlmtree  

Bayesian Treed Distributed Lag Models
View on CRAN: Click here


Download and install dlmtree package within the R console
Install from CRAN:
install.packages("dlmtree")

Install from Github:
library("remotes")
install_github("cran/dlmtree")

Install by package version:
library("remotes")
install_version("dlmtree", "1.0.0")



Attach the package and use:
library("dlmtree")
Maintained by
Daniel Mork
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-05-31
Latest Update: 2024-05-31
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.
How to cite:
Daniel Mork (2024). dlmtree: Bayesian Treed Distributed Lag Models. R package version 1.0.0, https://cran.r-project.org/web/packages/dlmtree. Accessed 03 Jan. 2025.
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