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
HCTR
View on CRAN: Click
here
Download and install HCTR package within the R console
Install from CRAN:
install.packages("HCTR")
Install from Github:
library("remotes")
install_github("cran/HCTR")
Install by package version:
library("remotes")
install_version("HCTR", "0.1.1")
Attach the package and use:
library("HCTR")
Maintained by
Tao Jiang
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-10-07
Latest Update: 2019-11-22
Description:
A novel searching scheme for tuning parameter in high-dimensional
penalized regression. We propose a new estimate of the regularization
parameter based on an estimated lower bound of the proportion of false
null hypotheses (Meinshausen and Rice (2006) ).
The bound is estimated by applying the empirical null distribution of the higher
criticism statistic, a second-level significance testing, which is constructed
by dependent p-values from a multi-split regression and aggregation method
(Jeng, Zhang and Tzeng (2019) ). An estimate
of tuning parameter in penalized regression is decided corresponding to the lower
bound of the proportion of false null hypotheses. Different penalized
regression methods are provided in the multi-split algorithm.
How to cite:
Tao Jiang (2019). HCTR: Higher Criticism Tuned Regression. R package version 0.1.1, https://cran.r-project.org/web/packages/HCTR. Accessed 01 Apr. 2025.
Previous versions and publish date:
0.1.0 (2019-10-07 16:30)
Other packages that cited HCTR R package
View HCTR citation profile
Other R packages that HCTR depends,
imports, suggests or enhances
Complete documentation for HCTR
Functions, R codes and Examples using
the HCTR R package
Some associated functions: bounding.seq . est.lambda . est.prop . final.selection . highdim.p . multi.adlasso . multi.lasso . multi.mcp . multi.scad . pmpv .
Some associated R codes: bounding.seq.R . est.lambda.R . est.prop.R . final.selection.R . highdim.p.R . multi.adlasso.R . multi.lasso.R . multi.mcp.R . multi.scad.R . pmpv.R . Full HCTR package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
simplevis
Wrapper functions around the amazing 'leaflet'
package that aims to simplify 'leaflet' visualisatio ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: David Hodge (view profile)
shinyBS
Adds additional Twitter Bootstrap components to Shiny. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Eric Bailey (view profile)
samplesize
Computes sample size for Student's t-test and for the Wilcoxon-Mann-Whitney test for categorical dat ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Ralph Scherer (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)
gasmodel
Estimation, forecasting, and simulation of generalized
autoregressive score (GAS) models of Creal, ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Vladimír Holý (view profile)
eSIR
An implementation of extended state-space SIR models developed by
Song Lab at UM school of Public H ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Michael Kleinsasser (view profile)
23,842
R Packages
207,311
Dependencies
64,420
Author Associations
23,781
Publication Badges
