Other packages > Find by keyword >

emBayes  

Robust Bayesian Variable Selection via Expectation-Maximization
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("emBayes", "0.1.5")



Attach the package and use:
library("emBayes")
Maintained by
Yuwen Liu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-05-20
Latest Update: 2023-11-07
Description:
Variable selection methods have been extensively developed for analyzing high-dimensional omics data within both the frequentist and Bayesian frameworks. This package implemented the spike-and-slab quantile LASSO which has been developed along the line of Bayesian hierarchical model but deeply rooted in the frequentist regularization methods by utilizing the Expectation
How to cite:
Yuwen Liu (2023). emBayes: Robust Bayesian Variable Selection via Expectation-Maximization. R package version 0.1.5, https://cran.r-project.org/web/packages/emBayes
Previous versions and publish date:
0.1.0 (2023-05-20 10:10), 0.1.1 (2023-06-06 22:10), 0.1.2 (2023-08-07 22:20), 0.1.4 (2023-11-07 06:10)
Other packages that cited emBayes R package
View emBayes citation profile
Other R packages that emBayes depends, imports, suggests or enhances
Functions, R codes and Examples using the emBayes R package
Some associated functions: cv.emBayes . data . emBayes-package . emBayes . print.cv.emBayes . print.emBayes . 
Some associated R codes: RcppExports.R . cv.emBayes.R . data.R . emBayes-package.R . emBayes.R . print.emBayes.R .  Full emBayes 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

mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency  
ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
Download / Learn more Package Citations See dependency  
steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  
critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
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  
rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

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