HIV estimation using population based surveys with non-response: A partial identification approach

• Main Authors: ADEGBOYE, Oyelola A, FUJII, Tomoki, LEUNG, Denis H. Y., LI, Siyu
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2024
• Subjects: HIV; Instrumental variable; Non-response; Partial identification; Demographic and Health Surveys; Econometrics; Health Economics
• Online Access: https://ink.library.smu.edu.sg/soe_research/2748; https://ink.library.smu.edu.sg/context/soe_research/article/3747/viewcontent/HIV_estimation_using_population_based_surveys__1_.pdf
• Institution: Singapore Management University

HIV estimation using data from the Demographic and Health Surveys (DHS) is lim-ited by the presence of non-response and test refusals. Conventional adjustments such as imputation require the data to be missing at random. Methods that use instrumental variables allow the possibility that prevalence i...