141 citations · 297 across the 30 of their papers we have counts for
3 papers · 1 filter
A Nonparametric Maximum Likelihood Approach to Mixture of Regression
Hansheng Jiang, Adityanand Guntuboyina
We study mixture of linear regression (random coefficient) models, which capture population heterogeneity by allowing the regression coefficients to follow an unknown distribution…
Two-component Mixture Model in the Presence of Covariates
Nabarun Deb, Sujayam Saha, Adityanand Guntuboyina +1
In this paper, we study a generalization of the two-groups model in the presence of covariates --- a problem that has recently received much attention in the statistical literature…
On the impossibility of constructing good population mean estimators in a realistic Respondent Driven Sampling model
Adityanand Guntuboyina, Russell Barbour, Robert Heimer
Current methods for population mean estimation from data collected by Respondent Driven Sampling (RDS) are based on the Horvitz-Thompson estimator together with a set of assumption…