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", "0.1.0")
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: 2021-01-15
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 0.1.0, https://cran.r-project.org/web/packages/sparsevb. Accessed 28 Jan. 2025.
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
Get rewarded with contribution points by
helping add
Reviews / comments / questions /suggestions ↴↴↴
Today's Hot Picks in Authors and Packages
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)
fabMix
Model-based clustering of multivariate continuous data using Bayesian mixtures of factor analyzers ( ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Panagiotis Papastamoulis (view profile)
eiopaR
Provides EIOPA (European Insurance And Occupational Pensions Authority) risk-free rates. Please note ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Mehdi Echchelh (view profile)
fontcm
Computer Modern font for use with extrafont package ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Winston Chang (view profile)
easyPubMed
Query NCBI Entrez and retrieve PubMed records in XML or text format. Process PubMed records by extra ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Damiano Fantini (view profile)
waiter
Full screen and partial loading screens for 'Shiny' with spinners, progress bars, and notifications. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: John Coene (view profile)