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
• 格式: text
• 語言: English
• 出版: Institutional Knowledge at Singapore Management University 2024
• 主題: demographic and health surveys; HIV; instrumental variable; non-response; partial identification; Econometrics; Health Economics
• 在線閱讀: https://ink.library.smu.edu.sg/soe_research/2749; https://ink.library.smu.edu.sg/context/soe_research/article/3748/viewcontent/HIV_estimation_population_based_pvoa_cc_nc.pdf

HIV estimation using data from the demographic and health surveys (DHS) is limited 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 is...