A simulated binomial data set.

A data set simulated for illustrating logistic regression models. Generated by gen.binomial.data(n = 200, p = 20, seed = 2021).

Usage

data(bin_data)

Format

A list with three elements: design matrix X, response y, and the true coefficient vector beta.

X

design matrix

y

response

beta

the true coefficient vector

Examples

data("bin_data")
cv.fit <- cv.glmtlp(bin_data$X, bin_data$y, family = "binomial", penalty = "l1")
plot(cv.fit)
#> Warning: `aes_string()` was deprecated in ggplot2 3.0.0.
#> ℹ Please use tidy evaluation idioms with `aes()`.
#> ℹ See also `vignette("ggplot2-in-packages")` for more information.
#> ℹ The deprecated feature was likely used in the glmtlp package.
#>   Please report the issue to the authors.