pbox: Exploring Multivariate Spaces with Probability Boxes
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 
[aut, cre, cph] |
| 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 |
Documentation:
Downloads:
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