Skip to contents

Tidy a bolasso object

Source: R/tidy.R
tidy.bolasso.Rd

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.