tidy.bolasso: Tidy a bolasso object

In bolasso: Model Consistent Lasso Estimation Through the Bootstrap

Tidy a bolasso object

Description

Tidy a bolasso object

Usage

## S3 method for class 'bolasso'
tidy(x, select = c("lambda.min", "lambda.1se", "min", "1se"), ...)

Arguments

x	A bolasso object.
select	One of "min", "1se", "lambda.min", "lambda.1se". Both "min" and "lambda.min" are equivalent and are the lambda value that minimizes cv MSE. Similarly "1se" and "lambda.1se" are equivalent and refer to the lambda that achieves the most regularization and is within 1se of the minimal cv MSE.
...	Additional arguments to pass directly to coef.bolasso.

Value

A tidy tibble::tibble() summarizing bootstrap-level coefficients for each covariate.

bolasso documentation built on April 3, 2025, 8:45 p.m.