simY: Generate response variable from design matrix, coefficients,...

In abnormally-distributed/cvreg: Cross Validation and Robust Estimation Utilities

Description

Generate response variable from design matrix, coefficients, and likelihood function.

Usage

simY(X, betas, lkfun = function(x) rnorm(length(x), x, 1))

Arguments

X	design matrix
betas	coefficients
lkfun	a likelihood function with appropriate arguments filled in. See example.

Value

a vector

Examples

simY(X, betas, lkfun = function(x) rnorm(length(x), x, 1))
simY(X, betas, lkfun = function(x) rbinom(length(x), 1, exp(x)/(exp(x)+1)))

abnormally-distributed/cvreg documentation built on May 3, 2020, 3:45 p.m.