Two-Groups Mixture Model with Covariates

Documentation for package ‘NPMLEmix’ version 1.2

NPMLEmix-package	Likelihood based inference in mixture models and multiple hypotheses testing
makedata	Simulates data from the aforementioned model
marg1	Implements a profile likelihood based algorithm for estimating signal proportion and density
marg2	Implements a non-linear least squares based algorithm for estimating signal proportion and density
npmleEM	Implements the full likelihood approach based on the EM algorithm for estimating signal proportion and density
reject_set	Finds the rejection set in a multiple testing problem