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Advanced statistical library offering a method to encapsulate and query the probability space of a dataset effortlessly using Probability Boxes (p-boxes). Its distinctive feature lies in the ease with which users can navigate and analyze marginal, joint, and conditional probabilities while taking into account the underlying correlation structure inherent in the data using copula theory and models. A comprehensive explanation is available in the paper "pbox: Exploring Multivariate Spaces with Probability Boxes" to be published in the Journal of Statistical Software.
Version: | 0.1.8 |
Depends: | gamlss.dist, R (≥ 2.10) |
Imports: | copula, data.table, gamlss, methods, purrr, stats, stringr, utils |
Suggests: | ggplot2, knitr, rmarkdown, spelling, testthat (≥ 3.0.0) |
Published: | 2024-05-27 |
DOI: | 10.32614/CRAN.package.pbox |
Author: | Ahmed T. Hammad |
Maintainer: | Ahmed T. Hammad <ahmed.t.hammad at gmail.com> |
BugReports: | https://github.com/athammad/pbox/issues |
License: | GPL-3 |
URL: | https://www.r-project.org, https://github.com/athammad/pbox |
NeedsCompilation: | no |
Language: | en-US |
Materials: | README NEWS |
CRAN checks: | pbox results |
Reference manual: | pbox.pdf |
Vignettes: |
pbox Package Vignette |
Package source: | pbox_0.1.8.tar.gz |
Windows binaries: | r-devel: pbox_0.1.8.zip, r-release: pbox_0.1.8.zip, r-oldrel: pbox_0.1.8.zip |
macOS binaries: | r-release (arm64): pbox_0.1.8.tgz, r-oldrel (arm64): pbox_0.1.8.tgz, r-release (x86_64): pbox_0.1.8.tgz, r-oldrel (x86_64): pbox_0.1.8.tgz |
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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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