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Author:

Sheng, Ben

Title:

The Integration of Multiple Data Sources for HIV/AIDS Incidence and Prevalence Estimation

Graduate Program:

Statistics

Keywords:

antenatal clinic surveillance
HIV prevalence
statistical models
antenatal clinic surveillance
HIV prevalence
statistical models
routine HIV testing among pregnant women
Antenatal clinic
Unlinked anonymous HIV testing
Routine HIV testing
Calibration parameter
Linear mixed-effects model
weakly supervised learning
semi-supervised learning
logistic regression
contingency table
HIV recency
HIV incidence

File:

Download BenSheng-Dissertation.pdf

Committee Members:

Le Bao, Dissertation Advisor/Co-Advisor
Le Bao, Committee Chair/Co-Chair
Runze Li, Committee Member
Aleksandra B Slavkovic, Committee Member
Xun Cao, Outside Member
Ephraim Mont Hanks, Program Head/Chair

Author:

Laga, Ian

Title:

Everyone Counts: Advanced Methods for Estimating Marginalized Populations

Graduate Program:

Statistics (PHD)

Keywords:

HIV
Key Population
Bayesian Modeling
Small Area Estimation
Prevalence Mapping
Size Estimation
Aggregated Relational Data

File:

Download Ian_Laga_Dissertation.pdf

Committee Members:

Ashton Verdery, Outside Unit & Field Member
Xiaoyue Niu, Co-Chair & Dissertation Advisor
Le Bao, Co-Chair & Dissertation Advisor
Hyungsuk Tak, Major Field Member
Runze Li, Major Field Member
Ephraim Mont Hanks, Program Head/Chair