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Unweighted regression models perform better than weighted regression techniques for respondent-driven sampling data: results from a simulation study

BACKGROUND: It is unclear whether weighted or unweighted regression is preferred in the analysis of data derived from respondent driven sampling. Our objective was to evaluate the validity of various regression models, with and without weights and with various controls for clustering in the estimati...

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Pubblicato in:BMC Med Res Methodol
Autori principali: Avery, Lisa, Rotondi, Nooshin, McKnight, Constance, Firestone, Michelle, Smylie, Janet, Rotondi, Michael
Natura: Artigo
Lingua:Inglês
Pubblicazione: BioMed Central 2019
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC6819607/
https://ncbi.nlm.nih.gov/pubmed/31664912
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12874-019-0842-5
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