genmod2: Second generative model

In djluckett/svmroc: Receiver operating characteristic curves for the support vector machine

Description

genmod2 generates data from a simple nonlinear generative model for simulation experiments.

Usage

genmod2(n, mu, beta, variance, q)

Arguments

n	Sample size.
mu	A parameter giving the mean (times plus or minus one).
beta	A vector of parameters with length equal to the number of covariates.
variance	The variance of the error term.
q	A parameter to control the proportion that is diseased.

Value

A list with the following components: A, a vector of class labels; and X, a matrix of covariates.

djluckett/svmroc documentation built on Oct. 6, 2019, 12:42 a.m.