1. Essays in HIV: Mapping the distribution of marginalized groups and analysis of ART treatment effectiveness across patient groups Restricted (Penn State Only) Author: Sanei, Sanam Title: Essays in HIV: Mapping the distribution of marginalized groups and analysis of ART treatment effectiveness across patient groups Graduate Program: Statistics Keywords: HIV/AIDS EpidemiologyKey PopulationSize EstimationGeneralized Linear Mixed-Effect Models (GLMM)Bayesian ModelingMapping HIV PrevalenceCase-Control SamplingHidden Markov Models (HMM) File: Login to Download Committee Members: Bing Li, Professor in Charge/Director of Graduate StudiesLe Bao, Chair & Dissertation AdvisorRunze Li, Major Field MemberLingzhou Xue, Major Field MemberQiushi Chen, Outside Unit & Field Member