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
RXshrink
View on CRAN: Click
here
Download and install RXshrink package within the R console
Install from CRAN:
install.packages("RXshrink")
Install from Github:
library("remotes")
install_github("cran/RXshrink")
Install by package version:
library("remotes")
install_version("RXshrink", "2.3")
Attach the package and use:
library("RXshrink")
Maintained by
Bob Obenchain
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.RXshrink . RXshrink results . RXshrink.pdf . RXshrink_2.3.tar.gz . RXshrink_2.3.zip . RXshrink_2.3.zip . RXshrink_2.3.zip . RXshrink_2.3.tgz . RXshrink_2.3.tgz . RXshrink_2.3.tgz . RXshrink_2.3.tgz . RXshrink_2.3.tgz . RXshrink_2.3.tgz . RXshrink archive . https://CRAN.R-project.org/package=RXshrink .
First Published: 2005-10-16
Latest Update: 2023-08-07
Description:
Functions are provided to calculate and display ridge TRACE Diagnostics for a
variety of alternative Shrinkage Paths. While all methods focus on Maximum Likelihood
estimation of unknown true effects under normal distribution-theory, some estimates are
modified to be Unbiased or to have "Correct Range" when estimating either [1] the noncentrality
of the F-ratio for testing that true Beta coefficients are Zeros or [2] the "relative" MSE
Risk (i.e. MSE divided by true sigma-square, where the "relative" variance of OLS is known.)
The eff.ridge() function implements the "Efficient Shrinkage Path" introduced in Obenchain
(2022) . This "p-Parameter" Shrinkage-Path always passes through the
vector of regression coefficient estimates Most-Likely to achieve the overall Optimal
Variance-Bias Trade-Off and is the shortest Path with this property. Functions eff.aug() and
eff.biv() augment the calculations made by eff.ridge() to provide plots of the bivariate
confidence ellipses corresponding to any of the p*(p-1) possible ordered pairs of shrunken
regression coefficients. Functions for plotting TRACE Diagnostics now have more options.
How to cite:
Bob Obenchain (2005). RXshrink: Maximum Likelihood Shrinkage using Generalized Ridge or Least Angle Regression. R package version 2.3, https://cran.r-project.org/web/packages/RXshrink. Accessed 26 Mar. 2025.
Previous versions and publish date:
1.0-1 (2005-10-16 21:11), 1.0-2 (2005-10-20 10:51), 1.0-3 (2007-07-18 11:30), 1.0-4 (2009-02-15 10:26), 1.0-5 (2010-09-21 10:14), 1.0-6 (2010-10-01 10:23), 1.0-7 (2011-12-27 11:05), 1.0-8 (2014-01-14 07:14), 1.0-9 (2018-04-09 05:04), 1.1 (2018-11-07 01:00), 1.3.1 (2020-01-23 14:10), 1.3.2 (2020-03-16 22:20), 1.3.3 (2020-04-26 09:10), 1.3 (2019-12-09 17:50), 1.4.1 (2020-08-03 00:30), 1.4.2 (2020-09-01 17:20), 1.4.3 (2020-11-01 14:30), 1.4 (2020-06-26 21:40), 1.5 (2020-12-16 06:30), 1.6 (2021-01-11 00:30), 1.7 (2021-02-04 15:00), 2.0 (2021-04-02 08:50), 2.1 (2022-04-06 22:22), 2.2 (2022-09-07 21:30)
Other packages that cited RXshrink R package
View RXshrink citation profile
Other R packages that RXshrink depends,
imports, suggests or enhances
Complete documentation for RXshrink
Functions, R codes and Examples using
the RXshrink R package
Some associated functions: MLboot . MLcalc . MLhist . MLtrue . RXpredict . RXshrink-package . YonX . aug.lars . correct.signs . eff.aug . eff.biv . eff.ridge . haldport . internal . longley2 . meff . mpg . plot.RXpredict . plot.YonX . plot.aug.lars . plot.eff.biv . plot.eff.ridge . plot.qm.ridge . plot.uc.lars . qm.ridge . tycobb . uc.lars .
Some associated R codes: MLfuns.R . RXpredict.R . YonX.R . aug.lars.R . correct.signs.R . eff.aug.R . eff.ridge.R . internal.R . qm.ridge.R . uc.lars.R . Full RXshrink package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
fPortfolio
A collection of functions to optimize portfolios and to analyze them from different points of view. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Stefan Theussl (view profile)
sAIC
Computes the Akaike information criterion for the generalized linear models (logistic regression, Po ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Shuichi Kawano (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)
photobiologyPlants
Provides functions for quantifying visible (VIS) and ultraviolet
(UV) radiation in relation to the ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Pedro J. Aphalo (view profile)
MGL
An aggressive dimensionality reduction and network estimationtechnique for a high-dimensiona ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Safiye Celik (view profile)
provenance
Bundles a number of established statistical methods to facilitate the visual interpretation of large ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Pieter Vermeesch (view profile)
23,842
R Packages
207,311
Dependencies
64,420
Author Associations
23,781
Publication Badges
