Other packages > Find by keyword >

priorityelasticnet  

Comprehensive Analysis of Multi-Omics Data Using an Offset-Based Method
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("priorityelasticnet", "0.2.0")



Attach the package and use:
library("priorityelasticnet")
Maintained by
Laila Qadir Musib
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-01-13
Latest Update: 2025-01-19
Description:
Priority-ElasticNet extends the Priority-LASSO method (Klau et al. (2018) <doi:10.1186/s12859-018-2344-6>) by incorporating the ElasticNet penalty, allowing for both L1 and L2 regularization. This approach fits successive ElasticNet models for several blocks of (omics) data with different priorities, using the predicted values from each block as an offset for the subsequent block. It also offers robust options to handle block-wise missingness in multi-omics data, improving the flexibility and applicability of the model in the presence of incomplete datasets.
How to cite:
Laila Qadir Musib (2025). priorityelasticnet: Comprehensive Analysis of Multi-Omics Data Using an Offset-Based Method. R package version 0.2.0, https://cran.r-project.org/web/packages/priorityelasticnet. Accessed 25 Jun. 2026.
Previous versions and publish date:
0.1.0 (2025-01-13 18:30), 0.2.0 (2025-01-19 23:40)
Other packages that cited priorityelasticnet R package
View priorityelasticnet citation profile
Other R packages that priorityelasticnet depends, imports, suggests or enhances
Complete documentation for priorityelasticnet
Functions, R codes and Examples using the priorityelasticnet R package
Full priorityelasticnet package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  
airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
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  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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