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

Khalili, Sanaz; Faradmal, Javad; Mahjub, Hossein; Moeini, Babak; Ezzati-Rastegar, Khadijeh

Khalili, Sanaz; Faradmal, Javad; Mahjub, Hossein; Moeini, Babak; Ezzati-Rastegar, Khadijeh.

Affiliation

Khalili S; Department of Biostatistics School of Public Health, Hamadan University of Medical Sciences, Hamadan, Iran.
Faradmal J; Department of Biostatistics School of Public Health, Modeling of Noncommunicable Diseases Research Center, Hamadan University of Medical Sciences, Hamadan, Iran. javad.faradmal@umsha.ac.ir.
Mahjub H; Department of Biostatistics School of Public Health, Modeling of Noncommunicable Diseases Research Center, Hamadan University of Medical Sciences, Hamadan, Iran.
Moeini B; Social Determinants of Health Research Center, Hamadan University of Medical Sciences, Hamadan, Iran.
Ezzati-Rastegar K; Health Education and Promotion, Department of Public Health, Hamadan University of Medical Sciences, Hamadan, Iran.

BMC Med Res Methodol ; 21(1): 154, 2021 07 28.

Article in En | MEDLINE | ID: mdl-34320952

Subject(s)

Intimate Partner Violence; Pregnant Women; Cross-Sectional Studies; Depression/diagnosis; Depression/epidemiology; Female; Humans; Logistic Models; Pregnancy

Key words

Collinearity; Mixed-effects logistic model; Ridge estimator; Violence

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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Pregnant Women / Intimate Partner Violence Type of study: Diagnostic_studies / Observational_studies / Prevalence_studies / Prognostic_studies / Risk_factors_studies Aspects: Determinantes_sociais_saude Limits: Female / Humans / Pregnancy Language: En Journal: BMC Med Res Methodol Journal subject: MEDICINA Year: 2021 Document type: Article Affiliation country: Iran

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