7 Defining Prior Knowledge Lack of information –Still important to quantify ignorance –Noninformative: Uniform Distribution Akin to a Frequentist analysis Considerable information –Meta-analyses, previous studies Sensitivity analyses may be conducted to quantify effect of different prior specifications Priors reflect knowledge about model parameters before observing data.
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