Skip to content

dlmtree

Bayesian Treed Distributed Lag Models

v1.1.1 · Feb 2, 2026 · GPL (>= 3)

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 check model convergence and to help interpret results.

Downloads

458

Last 30 days

7780th

1.1K

Last 90 days

1.1K

Last year

Trend: -31.6% (30d vs prior 30d)

CRAN Check Status

3 NOTE
11 OK
Show all 14 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 NOTE
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (14 non-OK)
OK r-devel-linux-x86_64-debian-clang

*


            
OK r-devel-linux-x86_64-debian-gcc

*


            
OK r-devel-linux-x86_64-fedora-clang

*


            
OK r-devel-linux-x86_64-fedora-gcc

*


            
OK r-devel-macos-arm64

*


            
OK r-devel-windows-x86_64

*


            
NOTE r-oldrel-macos-arm64

installed package size

  installed size is 50.9Mb
  sub-directories of 1Mb or more:
    data   2.8Mb
    libs  47.2Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is 51.8Mb
  sub-directories of 1Mb or more:
    data   2.8Mb
    libs  48.1Mb
NOTE r-oldrel-windows-x86_64

installed package size

  installed size is  6.2Mb
  sub-directories of 1Mb or more:
    data   2.8Mb
    libs   2.5Mb
OK r-patched-linux-x86_64

*


            
OK r-release-linux-x86_64

*


            
OK r-release-macos-arm64

*


            
OK r-release-macos-x86_64

*


            
OK r-release-windows-x86_64

*


            

Check History

NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-oldrel-macos-arm64

installed package size

  installed size is 50.9Mb
  sub-directories of 1Mb or more:
    data   2.8Mb
    libs  47.2Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is 51.8Mb
  sub-directories of 1Mb or more:
    data   2.8Mb
    libs  48.1Mb
NOTE r-oldrel-windows-x86_64

installed package size

  installed size is  6.2Mb
  sub-directories of 1Mb or more:
    data   2.8Mb
    libs   2.5Mb

Dependency Network

Dependencies Reverse dependencies Rcpp dplyr ggplot2 shiny shinythemes tidyr mgcv ggridges coda dlmtree

Version History

new 1.1.1 Mar 9, 2026