Package: DiscreteDLM 1.0.0

DiscreteDLM: Bayesian Distributed Lag Model Fitting for Binary and Count Response Data

Tools for fitting Bayesian Distributed Lag Models (DLMs) to longitudinal response data that is a count or binary. Count data is fit using negative binomial regression and binary is fit using quantile regression. The contribution of the lags are fit via b-splines. In addition, infers the predictor inclusion uncertainty. Multimomial models are not supported. Based on Dempsey and Wyse (2025) <doi:10.48550/arXiv.2403.03646>.

Authors:Daniel Dempsey [aut, cre], Jason Wyse [ctb], Christian E. Galarza [ctb], Victor H. Lachos [ctb]

DiscreteDLM_1.0.0.tar.gz
DiscreteDLM_1.0.0.zip(r-4.7-x86_64)DiscreteDLM_1.0.0.zip(r-4.7-arm64)DiscreteDLM_1.0.0.zip(r-4.6-x86_64)DiscreteDLM_1.0.0.zip(r-4.6-arm64)DiscreteDLM_1.0.0.zip(r-4.5-x86_64)
DiscreteDLM_1.0.0.tgz(r-4.6-x86_64)DiscreteDLM_1.0.0.tgz(r-4.6-arm64)DiscreteDLM_1.0.0.tgz(r-4.5-x86_64)DiscreteDLM_1.0.0.tgz(r-4.5-arm64)
DiscreteDLM_1.0.0.tar.gz(r-4.7-arm64)DiscreteDLM_1.0.0.tar.gz(r-4.7-x86_64)DiscreteDLM_1.0.0.tar.gz(r-4.6-arm64)DiscreteDLM_1.0.0.tar.gz(r-4.6-x86_64)
DiscreteDLM_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
DiscreteDLM/json (API)

# Install 'DiscreteDLM' in R:
install.packages('DiscreteDLM', repos = c('https://dandempsey.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/dandempsey/discretedlm/issues

On CRAN:

Conda:

2.70 score 275 downloads 8 exports 39 dependencies

Last updated from:cb165af361. Checks:15 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK110
linux-devel-x86_64OK141
source / vignettesOK149
linux-release-arm64OK105
linux-release-x86_64OK131
macos-release-arm64OK117
macos-release-x86_64OK243
macos-oldrel-arm64OK119
macos-oldrel-x86_64OK373
windows-devel-arm64OK344
windows-devel-x86_64OK133
windows-release-arm64OK336
windows-release-x86_64OK107
windows-oldrel-x86_64OK145
wasm-releaseOK90

Exports:dALDdataframe_DLMNB_MCMCpALDqALDQB_MCMCrALDrTALD

Dependencies:BayesLogitclicpp11dlnmdplyrfarvergenericsggplot2ggridgesgluegtableisobandlabelinglatticelifecyclemagrittrMatrixmgcvnlmepillarpkgconfigplyrR6RColorBrewerRcppreshape2rlangS7scalesstatmodstringistringrtibbletidyselecttsModelutf8vctrsviridisLitewithr