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Simultaneous Treatment of Missing Data and Measurement Error in HIV Research using Multiple Overimputation

BACKGROUND: Both CD4 count and viral load in HIV infected persons are measured with error. There is no clear guidance on how to deal with this measurement error in the presence of missing data. METHODS: We used multiple overimputation, a method recently developed in the political sciences, to accoun...

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Vydáno v:Epidemiology
Hlavní autoři: Schomaker, Michael, Hogger, Sara, Johnson, Leigh F., Hoffmann, Christopher J., Bärnighausen, Till, Heumann, Christian
Médium: Artigo
Jazyk:Inglês
Vydáno: 2015
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4598365/
https://ncbi.nlm.nih.gov/pubmed/26214336
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1097/EDE.0000000000000334
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