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

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

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...

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Bibliographic Details
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/HIV_estimation_population_based_pvoa_cc_nc.pdf
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Institution: Singapore Management University
Language: English

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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

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