Package: dlmtree
Type: Package
Title: Bayesian Treed Distributed Lag Models
Version: 1.0.0
Authors@R: c(
    person("Daniel", "Mork", email = "dmork@hsph.harvard.edu", role = c("aut", "cre", "cph"), comment = c(ORCID = "0000-0002-7924-0706")),
    person("Seongwon", "Im", email = "Seongwon.Im@colostate.edu", role = "aut", comment = c(ORCID = "0009-0000-8447-5852")),
    person("Ander", "Wilson", email = "Ander.Wilson@colostate.edu", role = "aut", comment = c(ORCID = "0000-0003-4774-3883")))
Description: Estimate and interpretion of treed distributed lag models (DLMs). The methods estimate constrained DLMs using the Bayesian additive regression trees (BART) framework. Includes various extensions of treed DLMs. These include: treed DLMs and distributed lag mixture models as described in Mork and Wilson (2023) <doi: 10.1111/biom.13568>; treed distributed lag nonlinear models as described in Mork and Wilson (2021) <doi: 10.1093/biostatistics/kxaa051>; heterogeneous DLMs as described in Mork et al. (2024) <doi:10.1080/01621459.2023.2258595>. The package also includes a Shiny App to help interpret results.
License: GPL (>= 3)
Encoding: UTF-8
LazyData: false
Depends: R (>= 3.5.0)
Imports: Rcpp (>= 1.0.4), dplyr, ggplot2, shiny, shinythemes, tidyr,
        mgcv
LinkingTo: Rcpp, RcppArmadillo, RcppEigen
RoxygenNote: 7.3.1
SystemRequirements: C++11
URL: https://github.com/danielmork/dlmtree,
        https://danielmork.github.io/dlmtree/
BugReports: https://github.com/danielmork/dlmtree/issues
Author: Daniel Mork [aut, cre, cph] (<https://orcid.org/0000-0002-7924-0706>),
  Seongwon Im [aut] (<https://orcid.org/0009-0000-8447-5852>),
  Ander Wilson [aut] (<https://orcid.org/0000-0003-4774-3883>)
Maintainer: Daniel Mork <dmork@hsph.harvard.edu>
Built: R 4.4.1; x86_64-apple-darwin20.6.0; 2024-09-23 16:48:04 UTC; unix
