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
probe
View on CRAN: Click
here
Download and install probe package within the R console
Install from CRAN:
install.packages("probe")
Install from Github:
library("remotes")
install_github("cran/probe")
Install by package version:
library("remotes")
install_version("probe", "1.1")
Attach the package and use:
library("probe")
Maintained by
Alexander McLain
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-10-31
Latest Update: 2023-10-31
Description:
Implements an efficient and powerful Bayesian approach for sparse high-dimensional linear regression. It uses minimal prior assumptions on the parameters through plug-in empirical Bayes estimates of hyperparameters. An efficient Parameter-Expanded Expectation-Conditional-Maximization (PX-ECM) algorithm estimates maximum a posteriori (MAP) values of regression parameters and variable selection probabilities. The PX-ECM results in a robust computationally efficient coordinate-wise optimization, which adjusts for the impact of other predictor variables. The E-step is motivated by the popular two-group approach to multiple testing. The result is a PaRtitiOned empirical Bayes Ecm (PROBE) algorithm applied to sparse high-dimensional linear regression, implemented using one-at-a-time or all-at-once type optimization. More information can be found in McLain, Zgodic, and Bondell (2022) .
How to cite:
Alexander McLain (2023). probe: Sparse High-Dimensional Linear Regression with PROBE. R package version 1.1, https://cran.r-project.org/web/packages/probe. Accessed 29 Mar. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited probe R package
View probe citation profile
Other R packages that probe depends,
imports, suggests or enhances
Complete documentation for probe
Functions, R codes and Examples using
the probe R package
Some associated functions: Sim_data . Sim_data_cov . Sim_data_test . e_step_func . m_step_regression . predict_probe_func . probe-package . probe . probe_one .
Some associated R codes: RcppExports.R . e_step_func.R . m_step_func.R . predict_probe_func.R . probe-package.R . probe_wrapper.R . probe_wrapper_one.R . Full probe package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
gglgbtq
Provides multiple palettes based on pride flags with tailored themes. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Laura Bakala (view profile)
landmix
Non-parametric prediction of survival outcomes for mixture data that incorporates covariates and a l ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Layla Parast (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)
23,842
R Packages
207,311
Dependencies
64,420
Author Associations
23,781
Publication Badges
