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 05 Jun. 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

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  
ibb  
R Wrapper for Istanbul Municipality Open Data Portal
Call wrappers for Istanbul Metropolitan Municipality's Open Data Portal (Turkish: Istanbul B ...
Download / Learn more Package Citations See dependency  
msm  
Multi-State Markov and Hidden Markov Models in Continuous Time
Functions for fitting continuous-time Markov and hidden Markov multi-state models to longitudinal d ...
Download / Learn more Package Citations See dependency  
crossurr  
Cross-Fitting for Doubly Robust Evaluation of High-Dimensional Surrogate Markers
Doubly robust methods for evaluating surrogate markers as outlined in: Agniel D, Hejblum BP, Thiebau ...
Download / Learn more Package Citations See dependency  
envirem  
Generation of ENVIREM Variables
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

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