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BCD

The R package BCD provides core functions for the implementation of bivariate binomial, geometric, and Poisson distributions based on conditional specifications. The package also includes tools for data generation and goodness-of-fit testing for these three distribution families. See Ghosh et al. (2025), Ghosh et al. (2023), and Ghosh et al. (2021).

This work is funded by national funds through the FCT - Fundação para a Ciência e a Tecnologia, I.P., under the scope of the projects UIDB/00297/2020 and UIDP/00297/2020 (Center for Mathematics and Applications)".

Installation

You can install the stable version from CRAN.

install.packages('BCD', dependencies = TRUE)

You can install the development version from Github

# install.packages("remotes")
remotes::install_github("mnrzrad/BCD")

To cite package BCD in publications use:

Norouzirad, M., Marques, F. J., Ghosh, I. (2025) BCD: Bivariate Distributions via Conditional Specification. R package version 0.1.1, https://cran.r-project.org/package=BCD.

A BibTeX entry for LaTeX users is

@Manual{BCD, title = {BCD: Bivariate Distributions via Conditional Specification}, author = {Mina Norouzirad and Filipe J. Marques and Indranil Shosh}, year = {2025}, note = {R package version 0.1.1}, url = {https://cran.r-project.org/package=BCD} }

License

This package is free and open source software, licensed under GPL-3.

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Version

Install

install.packages('BCD')

Monthly Downloads

144

Version

0.1.1

License

GPL (>= 2)

Issues

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Stars

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Maintainer

Mina Norouzirad

Last Published

June 25th, 2025

Functions in BCD (0.1.1)

rbinomBCD

Random Sampling from a Bivariate Binomial Distribution via Conditional Specification
abortflights

Aborted Flight Counts for 109 Aircrafts
dbinomBCD

Joint Probability Mass Function for a Bivariate Binomial Distribution via Conditional Specification
pbinomBCD

Cumulative Distribution Function for a Bivariate Binomial Distribution via Conditional Specification
shacc

Railway Shunter Accident Data (1937–1947)
dpoisBCD

Joint Probability Mass Function for a Bivariate Poisson Distribution via Conditional Specification
MLEgeomBCD

Maximum Likelihood Estimation for a Bivariate Geometric Distribution via Conditional Specification
FTtest

Freeman–Tukey Test for Bivariate Distributions via Conditional Specification
MLEpoisBCD

Maximum Likelihood Estimation for a Bivariate Poisson Distribution via Conditional Specification
lensfaults

Surface and Interior Faults in 100 Lenses
dgeomBCD

Joint Probability Mass Function for A Bivariate Geometric Distribution via Conditional Specification
MLEbinomBCD

Maximum Likelihood Estimation for a Bivariate Binomial Distribution via Conditional Specification
pgeomBCD

Cumulative Distribution Function for a Bivariate Geometric Distribution via Conditional Specification
rgeomBCD

Random Sampling from a Bivariate Geometric Distribution via Conditional Specification
rpoisBCD

Random Sampling from a Bivariate Poisson Distribution via Conditional Specification
ppoisBCD

Cumulative Distribution Function for a Bivariate Poisson Distribution via Conditional Specification
eplSeasonGoals

English Premier League Goals (2014–2019)
seedplant

Seed and Plant Count Data