hdi

P-values based on the bootstrapped lasso projection method

Hierarchical structure group tests in linear model

Function to calculate FDR adjusted p-values

Function to calculate p-values for a generalized linear model.

Lower bound on the l1-norm of groups of regression variables

Function to perform inference in high-dimensional (generalized) linear models

hdi

Select Predictors via (10-fold) Cross-Validation of the Lasso

Determine the first q Predictors in the Lasso Path

P-values based on lasso projection method

Function to calculate confidence intervals for ordinary multiple linear regression.

Function to calculate p-values for ordinary multiple linear regression.

Calculate P-values Based on Multi-Splitting Approach

Plot output of hierarchical testing of groups of variables

Generate Data Design Matrix X and Coefficient Vector β

Riboflavin data set

P-values based on ridge projection method

Function to perform stability selection