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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.
Getting started
Browse package contents
Package details |
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| Author | Ahmed T. Hammad [aut, cre, cph] (<https://orcid.org/0000-0003-3327-2435>) |
| Maintainer | Ahmed T. Hammad <ahmed.t.hammad@gmail.com> |
| License | GPL-3 |
| Version | 0.1.8 |
| URL | https://www.r-project.org https://github.com/athammad/pbox |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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