Other packages > Find by keyword >

MultiCOAP  

High-Dimensional Covariate-Augmented Overdispersed Multi-Study Poisson Factor Model
View on CRAN: Click here


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

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

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



Attach the package and use:
library("MultiCOAP")
Maintained by
Wei Liu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-03-07
Latest Update: 2024-03-07
Description:
We introduce factor models designed to jointly analyze high-dimensional count data from multiple studies by extracting study-shared and specified factors. Our factor models account for heterogeneous noises and overdispersion among counts with augmented covariates. We propose an efficient and speedy variational estimation procedure for estimating model parameters, along with a novel criterion for selecting the optimal number of factors and the rank of regression coefficient matrix. More details can be referred to Liu et al. (2024) .
How to cite:
Wei Liu (2024). MultiCOAP: High-Dimensional Covariate-Augmented Overdispersed Multi-Study Poisson Factor Model. R package version 1.1, https://cran.r-project.org/web/packages/MultiCOAP. Accessed 27 Oct. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited MultiCOAP R package
View MultiCOAP citation profile
Other R packages that MultiCOAP depends, imports, suggests or enhances
Complete documentation for MultiCOAP
Functions, R codes and Examples using the MultiCOAP R package
Full MultiCOAP package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

SGB  
Simplicial Generalized Beta Regression
Main properties and regression procedures using a generalization of the Dirichlet distribution calle ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
spanish  
Translate Quantities from Strings to Integer and Back. Misc Functions on Spanish Data
Character vector to numerical translation in Euros from Spanish spelled monetary quantities. Reverse ...
Download / Learn more Package Citations See dependency  
usemodels  
Boilerplate Code for 'Tidymodels' Analyses
Code snippets to fit models using the tidymodels framework can be easily created for a given data se ...
Download / Learn more Package Citations See dependency  
exams2learnr  
Interface for 'exams' Exercises in 'learnr' Tutorials
Automatic generation of quizzes or individual questions for 'learnr' tutorials based on 'R/exams' ex ...
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