Package: PoissonBinomial 1.2.7

PoissonBinomial: Efficient Computation of Ordinary and Generalized Poisson Binomial Distributions

Efficient implementations of multiple exact and approximate methods as described in Hong (2013) <doi:10.1016/j.csda.2012.10.006>, Biscarri, Zhao & Brunner (2018) <doi:10.1016/j.csda.2018.01.007> and Zhang, Hong & Balakrishnan (2018) <doi:10.1080/00949655.2018.1440294> for computing the probability mass, cumulative distribution and quantile functions, as well as generating random numbers for both the ordinary and generalized Poisson binomial distribution.

Authors:Florian Junge [aut, cre]

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PoissonBinomial/json (API)
NEWS

# Install 'PoissonBinomial' in R:
install.packages('PoissonBinomial', repos = c('https://fj86.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/fj86/poissonbinomial/issues

Uses libs:
  • fftw3– Library for computing Fast Fourier Transforms
  • c++– GNU Standard C++ Library v3

On CRAN:

8 exports 3 stars 1.62 score 1 dependencies 2 dependents 10 scripts 665 downloads

Last updated 11 hours agofrom:475c1b21e0. Checks:OK: 9. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 17 2024
R-4.5-win-x86_64OKSep 17 2024
R-4.5-linux-x86_64OKSep 17 2024
R-4.4-win-x86_64OKSep 17 2024
R-4.4-mac-x86_64OKSep 17 2024
R-4.4-mac-aarch64OKSep 17 2024
R-4.3-win-x86_64OKSep 17 2024
R-4.3-mac-x86_64OKSep 17 2024
R-4.3-mac-aarch64OKSep 17 2024

Exports:dgpbinomdpbinompgpbinomppbinomqgpbinomqpbinomrgpbinomrpbinom

Dependencies:Rcpp

Approximate Procedures

Rendered fromproc_approx.Rmdusingknitr::rmarkdownon Sep 17 2024.

Last update: 2023-11-29
Started: 2021-07-28

Efficient Computation of Ordinary and Generalized Poisson Binomial Distributions

Rendered fromintro.Rmdusingknitr::rmarkdownon Sep 17 2024.

Last update: 2022-05-31
Started: 2021-07-28

Exact Procedures

Rendered fromproc_exact.Rmdusingknitr::rmarkdownon Sep 17 2024.

Last update: 2023-11-29
Started: 2021-07-28

Usage with Rcpp

Rendered fromuse_with_rcpp.Rmdusingknitr::rmarkdownon Sep 17 2024.

Last update: 2022-05-31
Started: 2021-07-28

Readme and manuals

Help Manual

Help pageTopics
Efficient Exact and Approximate Implementations for Computing Ordinary and Generalized Poisson Binomial DistributionsPoissonBinomial-package PoissonBinomial
The Generalized Poisson Binomial Distributiondgpbinom GenPoissonBinomial-Distribution pgpbinom qgpbinom rgpbinom
The Poisson Binomial Distributiondpbinom PoissonBinomial-Distribution ppbinom qpbinom rpbinom