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 10 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:07), 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
RPEnsemble
Implements the methodology of "Cannings, T. I. and Samworth, R. J. (2017) Random-projection ensemble ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Timothy I. Cannings (view profile)
eoR
This data management package provides some helper
classes for publicly available data sources (HMD, ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Rainer Walke (view profile)
quickcode
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
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
adespatial
Tools for the multiscale spatial analysis of multivariate data.
Several methods are based on the us ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Aurélie Siberchicot (view profile)
keyATM
Fits keyword assisted topic models (keyATM) using collapsed Gibbs samplers. The keyATM combines the ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Shusei Eshima (view profile)
28,989
R Packages
247,686
Dependencies
76,729
Author Associations
28,990
Publication Badges
