Other packages > Find by keyword >

PoissonMultinomial  

The Poisson-Multinomial Distribution
View on CRAN: Click here


Download and install PoissonMultinomial package within the R console
Install from CRAN:
install.packages("PoissonMultinomial")

Install from Github:
library("remotes")
install_github("cran/PoissonMultinomial")

Install by package version:
library("remotes")
install_version("PoissonMultinomial", "1.1")



Attach the package and use:
library("PoissonMultinomial")
Maintained by
Yili Hong
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-01-13
Latest Update: 2023-12-07
Description:
Implementation of the exact, normal approximation, and simulation-based methods for computing the probability mass function (pmf) and cumulative distribution function (cdf) of the Poisson-Multinomial distribution, together with a random number generator for the distribution. The exact method is based on multi-dimensional fast Fourier transformation (FFT) of the characteristic function of the Poisson-Multinomial distribution. The normal approximation method uses a multivariate normal distribution to approximate the pmf of the distribution based on central limit theorem. The simulation method is based on the law of large numbers. Details about the methods are available in Lin, Wang, and Hong (2022) .
How to cite:
Yili Hong (2022). PoissonMultinomial: The Poisson-Multinomial Distribution. R package version 1.1, https://cran.r-project.org/web/packages/PoissonMultinomial
Previous versions and publish date:
1.0 (2022-01-13 21:22)
Other packages that cited PoissonMultinomial R package
View PoissonMultinomial citation profile
Other R packages that PoissonMultinomial depends, imports, suggests or enhances
Functions, R codes and Examples using the PoissonMultinomial R package
Some associated functions: dpmd . ppmd . rpmd . 
Some associated R codes: Poisson-Multinomial_functions.R . RcppExports.R . non-exported_functions.R .  Full PoissonMultinomial package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency  
steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  
critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
Download / Learn more Package Citations See dependency  
rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns