README.md

In NabarunD/packagefour: NONPARAMETRIC ESTIMATION IN A TWO-GROUPS MIXTURE MODEL WITH COVARIATES

NPMLEmix

This folder contains codes used in simulations and data analysis in the paper "Two-component Mixture

Model in the Presence of Covariates" by Nabarun Deb, Sujayam Saha, Adityanand Guntuboyina,

Bodhisattva Sen (see https://arxiv.org/abs/1810.07897). It also contains a package called NPMLEmix which

implements all the relevant methods used in the aforementioned paper.

The codes for data analysis can be found in the folders - AstroDataSets and NeuralData/FDRreg-master. The codes

for simulations are available in the source folder.

Before using the package NPMLEmix, it is recommended to go through the manual.pdf file. Note that, in order to

use this package, you must have a Mosek license and a working version of the package Rmosek installed. To install

the NPMLEmix package, first install and load devtools - then use devtools::install_github("NabarunD/NPMLEmix",INSTALL_opts = '--no-lock').

NabarunD/packagefour documentation built on June 19, 2020, 1:12 p.m.