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: demographic and health surveys; HIV; instrumental variable; non-response; partial identification; Econometrics; Health Economics
• Online Access: https://ink.library.smu.edu.sg/soe_research/2749; https://ink.library.smu.edu.sg/context/soe_research/article/3748/viewcontent/Statistics_in_Medicine___2024___Adegboye___HIV_estimation_using_population_based_surveys_with_non_response__A_partial.pdf
• Institution: Singapore Management University

HIV estimation using data from the demographic and health surveys (DHS) islimited by the presence of non-response and test refusals. Conventional adjust-ments such as imputation require the data to be missing at random. Methodsthat use instrumental variables allow the possibility that prevalence is...