Predicting Verbal Learning and Memory Assessments of Older Adults Using Bayesian Hierarchical Models by Endris Assen Ebrahim, Endris Assen Ebrahim, Mehmet Ali Cengiz

“…Verbal learning and memory summaries of older adults have usually been used to describe neuropsychiatric complaints. Bayesian hierarchical models are modern and appropriate approaches for predicting repeated measures data where information exchangeability is considered and a violation of the independence assumption in classical statistics. …”
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The Best Fit Bayesian Hierarchical Generalized Linear Model Selection Using Information Complexity Criteria in the MCMC Approach by Endris Assen Ebrahim, Mehmet Ali Cengiz, Erol Terzi

“…The Fisher information matrix for the Bayesian hierarchical model considering fixed and random parameters under maximizing a posterior estimation is derived. …”
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