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Therefore a nested logistic regression model was employed where the IV parameter accounts for the covariance between the error terms.
We used maximum likelihood to estimate the effects of age on the proportion of blood cells that had engulfed bacteria using a nested logistic regression model with individuals nested within age [implemented by Proc Genmod in SAS V9.2, (Allison, 1999)].
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To test whether the biomarker levels improve the GPS performance, we compared the nested logistic regression model including the GPS and biomarkers with a model limited to the GPS alone.
In the case-control analysis, likelihood ratio tests comparing nested logistic regression models were used as global tests for interaction.
We tested for heterogeneity across the 10 site-sex strata using F tests from nested linear models and χ tests based on the difference in deviance from nested logistic regression models.
The multivariate analysis employed a nested logistic regression approach and used all cases with complete data.
Four separate nested multivariate logistic regression models were constructed.
A nested case-control design, using a multiple conditional logistic regression model, was used in order to overcome those limitations.
In order to correctly attribute these 516 'ape' nests to either gorillas or chimpanzees, we applied a logistic regression model to a set of explanatory variables associated with 1,137 known gorilla and chimpanzee nests [59].
We used a two-level logistic regression model with deliveries (first level) nested within receiving countries (second level).
Meta-analysis was performed on patient-level data using a hierarchical Bayesian nested mixed effects multiple logistic regression model.
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