get_simulate_fun: Simulate response given linear predictors

In zq00/glmhd: Estimates the inflation and variance of the MLE from a high-dimensional GLM

Simulate response given linear predictors

Description

Simulate response given linear predictors

Usage

get_simulate_fun(family)

Arguments

family

A family object, it contains a GLM family family and an inverse link function linkinv. Currently supports binomial and Poisson families.

Value

simulate_fun a function which takes as input a covariate matrix X and a coefficient vector beta. and returns a vector containing simulated responses given X andbeta.

Examples

family <-  binomial(link = "logit")
fun <- get_simulate_fun(family)
y <- fun(X = matrix(rnorm(100, 0, 1), 10, 10), beta = rnorm(10))

zq00/glmhd documentation built on April 7, 2023, 7:45 a.m.