Construct a `glm` object for logistic regression with predefined coefficients

It creates an object of class glm with family=binomial(link = "logit"), as one would obtain when fitting a logistic regression, but here there is no fit, one simply provides a design matrix and coefficients. This function is particularly useful in conjunction with simulation method from the ib package to simulate from this model.

make_logistic(x, coefficients)

Arguments

x

n x p design matrix (no intercept)

coefficients

p+1 vector of coefficients, the first coefficient is the intercept.

See also

glm, simulation