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Bring More Data!—A Good Advice? Removing Separation in Logistic Regression by Increasing Sample Size

The parameters of logistic regression models are usually obtained by the method of maximum likelihood (ML). However, in analyses of small data sets or data sets with unbalanced outcomes or exposures, ML parameter estimates may not exist. This situation has been termed ‘separation’ as the two outcome...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Int J Environ Res Public Health
Prif Awduron: Šinkovec, Hana, Geroldinger, Angelika, Heinze, Georg
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: MDPI 2019
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC6926877/
https://ncbi.nlm.nih.gov/pubmed/31766753
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/ijerph16234658
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