طريقة الإمكان الأعظم
الانحدار اللوجستي الشرطي
البيانات الطولية
نماذج التأثيرات المختلطة
معيار شبه الإمكان في ظل نموذج الاستقلال (QIC)
معيار اكايكي التجريبي (EAIC)
التلوث البيئي
التحليل العنقودي
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Mixed-effects conditional logistic regression is evidently more effective in the study of qualitative differences in longitudinal pollution data as well as their implications on heterogeneous subgroups. This study seeks that conditional logistic regression is a robust evaluation method for environmental studies, thru the analysis of environment pollution as a function of oil production and environmental factors. Consequently, it has been established theoretically that the primary objective of model selection in this research is to identify the candidate model that is optimal for the conditional design. The candidate model should achieve generalizability, goodness-of-fit, parsimony and establish equilibrium between bias and variab
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