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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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Detalles Bibliográficos
Autores principales: Avery, Lisa, Rotondi, Nooshin, McKnight, Constance, Firestone, Michelle, Smylie, Janet, Rotondi, Michael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6819607/
https://www.ncbi.nlm.nih.gov/pubmed/31664912
http://dx.doi.org/10.1186/s12874-019-0842-5