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dreamer: Dose Response Models for Bayesian Model Averaging

Fits dose-response models utilizing a Bayesian model averaging approach as outlined in Gould (2019) <doi:10.1002/bimj.201700211> for both continuous and binary responses. Longitudinal dose-response modeling is also supported in a Bayesian model averaging framework as outlined in Payne, Ray, and Thomann (2024) <doi:10.1080/10543406.2023.2292214>. Functions for plotting and calculating various posterior quantities (e.g. posterior mean, quantiles, probability of minimum efficacious dose, etc.) are also implemented. Copyright Eli Lilly and Company (2019).

Version: 3.2.0
Imports: coda, dplyr (≥ 1.0.0), ellipsis (≥ 0.3), ggplot2 (≥ 3.0), graphics, purrr, rootSolve, rjags (≥ 4-8), rlang (≥ 0.4.5), stats, tidyr (≥ 1.0.2), tidyselect (≥ 1.2)
Suggests: testthat (≥ 3.0), fs (≥ 1.5), knitr, rmarkdown, tibble, spelling
Published: 2024-12-19
DOI: 10.32614/CRAN.package.dreamer
Author: Richard Daniel Payne [aut, cre], William Michael Landau [rev], Mitch Thomann [rev], Eli Lilly and Company [cph]
Maintainer: Richard Daniel Payne <paynestatistics at gmail.com>
BugReports: https://github.com/rich-payne/dreamer/issues
License: MIT + file LICENSE
URL: https://rich-payne.github.io/dreamer/, https://github.com/rich-payne/dreamer
NeedsCompilation: no
Language: en-US
Materials: NEWS
CRAN checks: dreamer results

Documentation:

Reference manual: dreamer.pdf
Vignettes: dreamer (source, R code)
dreamer Methods (source, R code)

Downloads:

Package source: dreamer_3.2.0.tar.gz
Windows binaries: r-devel: dreamer_3.1.0.zip, r-release: dreamer_3.2.0.zip, r-oldrel: dreamer_3.2.0.zip
macOS binaries: r-release (arm64): dreamer_3.2.0.tgz, r-oldrel (arm64): dreamer_3.2.0.tgz, r-release (x86_64): dreamer_3.2.0.tgz, r-oldrel (x86_64): dreamer_3.2.0.tgz
Old sources: dreamer archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=dreamer to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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