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
Previous versions and publish date:
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
Functions, R codes and Examples using the UNCOVER R package
Full UNCOVER package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

svines  
Stationary Vine Copula Models
Provides functionality to fit and simulate from stationary vine copula models for time series, see ...
Download / Learn more Package Citations See dependency  
iheiddown  
For Writing Geneva Graduate Institute Documents
A set of tools for writing documents according to Geneva Graduate Institute conventions and regulat ...
Download / Learn more Package Citations See dependency  
DWDLargeR  
Fast Algorithms for Large Scale Generalized Distance Weighted Discrimination
Solving large scale distance weighted discrimination. The main algorithm is a symmetric Gauss-Seide ...
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  
treeheatr  
Heatmap-Integrated Decision Tree Visualizations
Creates interpretable decision tree visualizations with the data represented as a heatmap at the tr ...
Download / Learn more Package Citations See dependency  
MHTrajectoryR  
Bayesian Model Selection in Logistic Regression for the Detection of Adverse Drug Reactions
Spontaneous adverse event reports have a high potential for detecting adverse drug reactions. Howeve ...
Download / Learn more Package Citations See dependency  

22,299

R Packages

189,944

Dependencies

55,238

Author Associations

22,300

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns