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 29 Jul. 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

rebus.datetimes  
Date and Time Extensions for the 'rebus' Package
Build regular expressions piece by piece using human readable code. This package contains date and ...
Download / Learn more Package Citations See dependency  
DMwR2  
Functions and Data for the Second Edition of "Data Mining with R"
Functions and data accompanying the second edition of the book "Data Mining with R, learning with c ...
Download / Learn more Package Citations See dependency  
RadData  
Nuclear Decay Data for Dosimetric Calculations - ICRP 107
Nuclear Decay Data for Dosimetric Calculations from the International Commission on Radiological Pr ...
Download / Learn more Package Citations See dependency  
WaveletSVR  
Wavelet-SVR Hybrid Model for Time Series Forecasting
The main aim of this package is to combine the advantage of wavelet and support vector machine model ...
Download / Learn more Package Citations See dependency  
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  
peRspective  
Interface to the "Perspective" API
Interface to the 'Perspective' API, which can be found at the following URL: ...
Download / Learn more Package Citations See dependency  

27,987

R Packages

239,283

Dependencies

74,234

Author Associations

27,988

Publication Badges

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