Other packages > Find by keyword >

countDM  

Estimation of Count Data Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("countDM", "0.1.0")



Attach the package and use:
library("countDM")
Maintained by
Muhammad Imran
[Scholar Profile | Author Map]
First Published: 2023-05-25
Latest Update: 2023-05-25
Description:
The maximum likelihood estimation (MLE) of the count data models along with standard error of the estimates and Akaike information model section criterion are provided. The functions allow to compute the MLE for the following distributions such as the Bell distribution, the Borel distribution, the Poisson distribution, zero inflated Bell distribution, zero inflated Bell Touchard distribution, zero inflated Poisson distribution, zero one inflated Bell distribution and zero one inflated Poisson distribution. Moreover, the probability mass function (PMF), distribution function (CDF), quantile function (QF) and random numbers generation of the Bell Touchard and zero inflated Bell Touchard distribution are also provided.
How to cite:
Muhammad Imran (2023). countDM: Estimation of Count Data Models. R package version 0.1.0, https://cran.r-project.org/web/packages/countDM. Accessed 13 Apr. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited countDM R package
View countDM citation profile
Other R packages that countDM depends, imports, suggests or enhances
Complete documentation for countDM
Functions, R codes and Examples using the countDM R package
Some associated functions: TP . bellmle . bellt . countDM-package . data_criminal . data_sbirth . mle_borel . mle_poisson . mle_zip . mle_zoibell . mle_zoip . zibellmle . zibellt . 
Some associated R codes: bellmle.R . dzibellt.R . pzibellt.R . qbellt.R .  Full countDM package functions and examples
Downloads during the last 30 days
03/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/11Downloads for countDM02468101214TrendBars

Today's Hot Picks in Authors and Packages

nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
ggprism  
A 'ggplot2' Extension Inspired by 'GraphPad Prism'
Provides various themes, palettes, and other functions that are used to customise ggplots to look l ...
Download / Learn more Package Citations See dependency  
MLeval  
Machine Learning Model Evaluation
Straightforward and detailed evaluation of machine learning models. 'MLeval' can produce receiver op ...
Download / Learn more Package Citations See dependency  
COMPoissonReg  
Conway-Maxwell Poisson (COM-Poisson) Regression
Fit Conway-Maxwell Poisson (COM-Poisson or CMP) regression models to count data (Sellers & Shmueli, ...
Download / Learn more Package Citations See dependency  
SPOTMisc  
Misc Extensions for the "SPOT" Package
Implements additional models, simulation tools, and interfaces as extensions to 'SPOT'. It provides ...
Download / Learn more Package Citations See dependency  
optimParallel  
Parallel Version of the L-BFGS-B Optimization Method
Provides a parallel version of the L-BFGS-B method of optim(). The main function of the package is o ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,867

Author Associations

24,013

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA