hdi0.1-9 package

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

hdi

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

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 linea...

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

P-values based on ridge projection method

Generate Data Design Matrix $X$ and Coefficient Vector $\beta$

Function to perform stability selection