Overcoming the problems caused by collinearity in mixed-effects logistic model: determining the contribution of various types of violence on depression in pregnant women

BACKGROUND: Collinearity is a common and problematic phenomenon in studies on public health. It leads to inflation in variance of estimator and reduces test power. This phenomenon can occur in any model. In this study, a new ridge mixed-effects logistic model (RMELM) is proposed to overcome conseque...

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Detalles Bibliográficos
Autores principales: Khalili, Sanaz, Faradmal, Javad, Mahjub, Hossein, Moeini, Babak, Ezzati-Rastegar, Khadijeh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8317320/
https://www.ncbi.nlm.nih.gov/pubmed/34320952
http://dx.doi.org/10.1186/s12874-021-01325-7

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8317320/
https://www.ncbi.nlm.nih.gov/pubmed/34320952
http://dx.doi.org/10.1186/s12874-021-01325-7

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