Other packages > Find by keyword >

UNCOVER  

Utilising Normalisation Constant Optimisation via Edge Removal (UNCOVER)
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("UNCOVER", "1.1.0")



Attach the package and use:
library("UNCOVER")
Maintained by
Samuel Emerson
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-02-20
Latest Update: 2023-08-25
Description:
Model data with a suspected clustering structure (either in co-variate space, regression space or both) using a Bayesian product model with a logistic regression likelihood. Observations are represented graphically and clusters are formed through various edge removals or additions. Cluster quality is assessed through the log Bayesian evidence of the overall model, which is estimated using either a Sequential Monte Carlo sampler or a suitable transformation of the Bayesian Information Criterion as a fast approximation of the former. The internal Iterated Batch Importance Sampling scheme (Chopin (2002 <doi:10.1093/biomet/89.3.539>)) is made available as a free standing function.
How to cite:
Samuel Emerson (2023). UNCOVER: Utilising Normalisation Constant Optimisation via Edge Removal (UNCOVER). R package version 1.1.0, https://cran.r-project.org/web/packages/UNCOVER. Accessed 04 Oct. 2026.
Previous versions and publish date:
(2026-07-09 08:28), 1.0.0 (2023-02-20 12:20)
Other packages that cited UNCOVER R package
View UNCOVER citation profile
Other R packages that UNCOVER depends, imports, suggests or enhances
Complete documentation for UNCOVER
Functions, R codes and Examples using the UNCOVER R package
Full UNCOVER package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

plotbb  
Grammar of Graphics for 'base' Plot
Proof of concept for implementing grammar of graphics using base plot. The bbplot() function initial ...
Download / Learn more Package Citations See dependency  
rWishart  
Random Wishart Matrix Generation
An expansion of R's 'stats' random wishart matrix generation. This package allows the user to gener ...
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  
skilljaR  
Connect to Your 'Skilljar' Data
Functions that simplify calls to the 'Skilljar' API. See < ...
Download / Learn more Package Citations See dependency  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,906

Publication Badges

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