# Quantile Universal Threshold

## Documentation for package ‘qut’ version 1.1

- DESCRIPTION file.

## Help Pages

QUT-package | Quantile Universal Threshold
chemometrics | Chemometrics data set from Sardy (2008)
coef.qut | Make predictions from a "qut" object.
internetAd | InternetAd data set from Kushmerick (1999)
lambdaqut | Quantile Universal Threshold, regularization parameter for GLM-lasso
predict.qut | Make predictions from a "qut" object.
qut | Fit a low dimensional GLM or Square-root lasso using the 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
slimsd | Sparse Linear Regression using Nonsmooth Loss Functions and L1 Regularization