generate_pop: Generate population from mixture of normal distribution

In tamytsujimoto/surveyROC: ROC curve for survey data

Description

Generate population containing healthy and diseased subpopulation generated from normal distributions

Usage

generate_pop(N, mean0, mean1, sigma0, sigma1, p1)

Arguments

N	total size of population
mean0	numeric value of mean for class label 0 (healthy)
mean1	numeric value of mean for class label 1 (diseased)
sigma0	numeric value of standard deviation for class label 0 (healthy)
sigma1	numeric value of standard deviation for class label 1 (diseased)
p1	proportion of diseased observations in the population

Value

a dataframe containing

• X: continuous marker values

• D: class labels (0: healthy; 1: diseased)

tamytsujimoto/surveyROC documentation built on Sept. 8, 2021, 11:35 p.m.