qut: Quantile Universal Threshold
Version 1.2

Selection of a threshold parameter based on the Quantile Universal Threshold (QUT) for GLM-lasso and Square-root lasso to obtain a sparse model with a good compromise between high true positive rate and low false discovery rate.

AuthorJairo Diaz Rodriguez, Sylvain Sardy, Caroline Giacobino, Nick Hengartner.
Date of publication2017-03-10 11:49:55
MaintainerJairo Diaz Rodriguez<jairo.diaz@unige.ch>
LicenseGPL-2
Version1.2
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("qut")

Getting started

Package overview

Popular man pages

chemometrics: Chemometrics data set from Sardy (2008)
internetAd: InternetAd data set from Kushmerick (1999)
lambdaqut: Quantile Universal Threshold, regularization parameter for...
predict.qut: Make predictions from a "qut" object.
qut-package: Quantile Universal Threshold
riboflavin: Riboflavin data set from Buhlmann et al. (2013)
sigmarcv: Variance estimation using refitted cross-validation
See all...

All man pages Function index File listing

Man pages

chemometrics: Chemometrics data set from Sardy (2008)
internetAd: InternetAd data set from Kushmerick (1999)
lambdaqut: Quantile Universal Threshold, regularization parameter for...
predict.qut: Make predictions from a "qut" object.
qut: Fit a low dimensional GLM or Square-root lasso using the...
qut-package: Quantile Universal Threshold
riboflavin: Riboflavin data set from Buhlmann et al. (2013)
sigmaqut: Estimation of sigma based on the Quantile Universal Threshold
sigmarcv: Variance estimation using refitted cross-validation

Functions

QUT-package Man page
chemometrics Man page
coef.qut Man page Source code
internetAd Man page
lambdaqut Man page Source code
predict.qut Man page Source code
qut Man page Source code
riboflavin Man page
sigmaqut Man page Source code
sigmarcv Man page Source code

Files

NAMESPACE
data
data/chemometrics.rda
data/riboflavin.rda
data/datalist
data/internetAd.rda
R
R/sigmarcv.R
R/coef.qut.R
R/sigmaqut.R
R/qut.R
R/lambdaqut.R
R/predict.qut.R
MD5
DESCRIPTION
man
man/qut.Rd
man/qut-package.Rd
man/lambdaqut.Rd
man/predict.qut.Rd
man/internetAd.Rd
man/sigmarcv.Rd
man/riboflavin.Rd
man/chemometrics.Rd
man/sigmaqut.Rd
qut documentation built on May 19, 2017, 7:42 a.m.

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