1. The Integration of Multiple Data Sources for HIV/AIDS Incidence and Prevalence Estimation Open Access Author: Sheng, Ben Title: The Integration of Multiple Data Sources for HIV/AIDS Incidence and Prevalence Estimation Graduate Program: Statistics Keywords: antenatal clinic surveillanceHIV prevalencestatistical modelsantenatal clinic surveillanceHIV prevalencestatistical modelsroutine HIV testing among pregnant womenAntenatal clinicUnlinked anonymous HIV testingRoutine HIV testingCalibration parameterLinear mixed-effects modelweakly supervised learningsemi-supervised learninglogistic regressioncontingency tableHIV recencyHIV incidence File: Download BenSheng-Dissertation.pdf Committee Members: Le Bao, Dissertation Advisor/Co-AdvisorLe Bao, Committee Chair/Co-ChairRunze Li, Committee MemberAleksandra B Slavkovic, Committee MemberXun Cao, Outside MemberEphraim Mont Hanks, Program Head/Chair