Other packages > Find by keyword >

VIGoR  

Variational Bayesian Inference for Genome-Wide Regression
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("VIGoR", "1.1.5")



Attach the package and use:
library("VIGoR")
Maintained by
Akio Onogi
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-10-18
Latest Update: 2023-06-05
Description:
Conducts linear regression using variational Bayesian inference, particularly optimized for genome-wide association mapping and whole-genome prediction which use a number of DNA markers as the explanatory variables. Provides seven regression models which select the important variables (i.e., the variables related to response variables) among the given explanatory variables in different ways (i.e., model structures).
How to cite:
Akio Onogi (2022). VIGoR: Variational Bayesian Inference for Genome-Wide Regression. R package version 1.1.5, https://cran.r-project.org/web/packages/VIGoR. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.1.1 (2022-10-18 08:22), 1.1.2 (2023-06-05 07:30), 1.1.3 (2024-05-01 06:30), 1.1.4 (2024-05-28 18:20)
Other packages that cited VIGoR R package
View VIGoR citation profile
Other R packages that VIGoR depends, imports, suggests or enhances
Complete documentation for VIGoR
Functions, R codes and Examples using the VIGoR R package
Some associated functions: X . Y . Z . hyperpara . predict_vigor . vigor . 
Some associated R codes: hyperpara.R . predict_vigor.R . vigor.R .  Full VIGoR 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

wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  
dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
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  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  
tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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