A function that computes the gradient of the for a logistic regression model. Used by optim on occasion.

grad(beta, Y, X)

Arguments

beta

A vector of coefficients in a logistic glm

Y

The outcome

X

The design matrix

Value

Numeric vector of the gradient of the parameter vector.