Other packages > Find by keyword >

ZIPG  

Zero-Inflated Poisson-Gamma Regression
View on CRAN: Click here


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

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

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



Attach the package and use:
library("ZIPG")
Maintained by
Roulan Jiang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-05-09
Latest Update: 2024-02-05
Description:
We provide a flexible Zero-inflated Poisson-Gamma Model (ZIPG) by connecting both the mean abundance and the variability to different covariates, and build valid statistical inference procedures for both parameter estimation and hypothesis testing. These functions can be used to analyze microbiome count data with zero-inflation and overdispersion. The model is discussed in Jiang et al (2023) <doi:10.1080/01621459.2022.2151447>.
How to cite:
Roulan Jiang (2023). ZIPG: Zero-Inflated Poisson-Gamma Regression. R package version 1.1, https://cran.r-project.org/web/packages/ZIPG. Accessed 29 Oct. 2026.
Previous versions and publish date:
(2026-07-09 08:30), 1.0 (2023-05-09 11:00)
Other packages that cited ZIPG R package
View ZIPG citation profile
Other R packages that ZIPG depends, imports, suggests or enhances
Complete documentation for ZIPG
Functions, R codes and Examples using the ZIPG R package
Full ZIPG package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

personalized2part  
Two-Part Estimation of Treatment Rules for Semi-Continuous Data
Implements the methodology of Huling, Smith, and Chen (2020) , w ...
Download / Learn more Package Citations See dependency  
GEVcdn  
GEV Conditional Density Estimation Network
Implements a flexible nonlinear modelling framework for nonstationary generalized extreme value anal ...
Download / Learn more Package Citations See dependency  
binovisualfields  
Depth-Dependent Binocular Visual Fields Simulation
Simulation and visualization depth-dependent integrated visual fields. Visual fields are measured mo ...
Download / Learn more Package Citations See dependency  
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  
fastRG  
Sample Generalized Random Dot Product Graphs in Linear Time
Samples generalized random product graphs, a generalization of a broad class of network models. Giv ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

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