Type: Package

Package: pbox

Title: Exploring Multivariate Spaces with Probability Boxes

Version: 0.1.8

Authors@R:

person("Ahmed T.", "Hammad", , "[email protected]", role = c("aut", "cre","cph"),

comment = c(ORCID = "0000-0003-3327-2435"))

Maintainer: Ahmed T. Hammad <[email protected]>

Description: 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.

URL: https://www.r-project.org, https://github.com/athammad/pbox

BugReports: https://github.com/athammad/pbox/issues

Depends:

gamlss.dist,

R (>= 2.10)

Imports:

copula,

data.table,

gamlss,

methods,

purrr,

stats,

stringr,

utils,

tseries

Suggests:

ggplot2,

knitr,

rmarkdown,

spelling,

testthat (>= 3.0.0)

VignetteBuilder:

knitr

Config/testthat/edition: 3

Encoding: UTF-8

LazyData: true

RoxygenNote: 7.3.1

Collate:

'SEAex.R'

'pbox.R'

'coefAll2.R'

'copula_families.R'

'deltaCI.R'

'final_pbox.R'

'fit_copula.R'

'fit_copula_pbox.R'

'fit_dist_pbox.R'

'fun_stats.R'

'gen_scenario.R'

'grid_pbox.R'

'make_pbox.R'

'match_maker.R'

'modify_pbox.R'

'param_dev.R'

'perProb.R'

'perturbate_params.R'

'probCI.R'

'q_parser.R'

'qpbox.R'

'scenario_pbox.R'

'set_pbox.R'

'show.R'

'stats_calc.R'

License: GPL-3

Language: en-US