R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
sparsevb
View on CRAN: Click
here
Download and install sparsevb package within the R console
Install from CRAN:
install.packages("sparsevb")
Install from Github:
library("remotes")
install_github("cran/sparsevb") Install by package version:
library("remotes")
install_version("sparsevb", "0.1.1") Attach the package and use:
library("sparsevb")
Maintained by
Gabriel Clara
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-01-15
Latest Update: 2025-01-24
Description:
Implements variational Bayesian algorithms to perform scalable variable selection for sparse, high-dimensional linear and logistic regression models. Features include a novel prioritized updating scheme, which uses a preliminary estimator of the variational means during initialization to generate an updating order prioritizing large, more relevant, coefficients. Sparsity is induced via spike-and-slab priors with either Laplace or Gaussian slabs. By default, the heavier-tailed Laplace density is used. Formal derivations of the algorithms and asymptotic consistency results may be found in Kolyan Ray and Botond Szabo (2020) <doi:10.1080/01621459.2020.1847121> and Kolyan Ray, Botond Szabo, and Gabriel Clara (2020) <doi:10.48550/arXiv.2010.11665>.
How to cite:
Gabriel Clara (2021). sparsevb: Spike-and-Slab Variational Bayes for Linear and Logistic Regression. R package version 0.1.1, https://cran.r-project.org/web/packages/sparsevb. Accessed 05 Mar. 2026.
Previous versions and publish date:
0.1.0 (2021-01-15 10:20)
Other packages that cited sparsevb R package
View sparsevb citation profile
Other R packages that sparsevb depends,
imports, suggests or enhances
Complete documentation for sparsevb
Functions, R codes and Examples using
the sparsevb R package
Some associated functions: sparsevb-package . svb.fit .
Some associated R codes: RcppExports.R . sparsevb-package.R . svb.fit.R . Full sparsevb package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
ClimClass
Classification of climate according to Koeppen - Geiger, of aridity
indices, of continentality indi ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Emanuele Eccel (view profile)
imagefx
Synthesize images into characteristic features for time-series analysis or machine learning applicat ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Alex J.C. Witsil (view profile)
pinp
A 'PNAS'-alike style for 'rmarkdown', derived from the
'Proceedings of the National Academy of Scie ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Dirk Eddelbuettel (view profile)
nextGenShinyApps
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
diffIRT
Package to fit diffusion-based IRT models to response and
response time data. Models are fit using ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Dylan Molenaar (view profile)
roccv
Cross validate large genetic data while specifying clinical variables that should always be in the m ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Ben Sherwood (view profile)
26,264
R Packages
223,360
Dependencies
70,244
Author Associations
26,265
Publication Badges
