bin_data {glmtlp}

A simulated binomial data set.

Description

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)