voi: Expected Value of Information

Methods to calculate the expected value of information from a decision-analytic model. This includes the expected value of perfect information (EVPI), partial perfect information (EVPPI) and sample information (EVSI), and the expected net benefit of sampling (ENBS). A range of alternative computational methods are provided under the same user interface. See Heath et al. (2024) <doi:10.1201/9781003156109>, Jackson et al. (2022) <doi:10.1146/annurev-statistics-040120-010730>.

Version: 1.0.3
Depends: R (≥ 3.5.0)
Imports: mgcv, earth, mvtnorm, progress, dbarts, posterior, ggplot2, gridExtra, Matrix
Suggests: testthat, BCEA, INLA, splancs, sf, knitr, rmarkdown, rjags, truncnorm, scales, dplyr, heemod
Published: 2024-09-16
DOI: 10.32614/CRAN.package.voi
Author: Christopher Jackson [aut, cre], Anna Heath [aut], Gianluca Baio [ctb] (Author of code taken from the BCEA package), Mark Strong [ctb] (Author of code taken from the SAVI package), Kofi Placid Adragni [ctb] (Author of code taken from the ldr package), Andrew Raim [ctb] (Author of code taken from the ldr package)
Maintainer: Christopher Jackson <chris.jackson at mrc-bsu.cam.ac.uk>
BugReports: https://github.com/chjackson/voi/issues
License: GPL-3
URL: https://chjackson.github.io/voi/
NeedsCompilation: no
Additional_repositories: https://inla.r-inla-download.org/R/stable/
Materials: README NEWS
CRAN checks: voi results

Documentation:

Reference manual: voi.pdf
Vignettes: Plots of Value of Information measures (source, R code)
voi for Value of Information calculation: package overview (source, R code)

Downloads:

Package source: voi_1.0.3.tar.gz
Windows binaries: r-devel: voi_1.0.3.zip, r-release: voi_1.0.3.zip, r-oldrel: voi_1.0.3.zip
macOS binaries: r-release (arm64): voi_1.0.3.tgz, r-oldrel (arm64): voi_1.0.3.tgz, r-release (x86_64): voi_1.0.3.tgz, r-oldrel (x86_64): voi_1.0.3.tgz
Old sources: voi archive

Reverse dependencies:

Reverse suggests: BCEA

Linking:

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