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There is now a CONTENT FREEZE for Mercury while we switch to a new platform. It began on Friday, March 10 at 6pm and will end on Wednesday, March 15 at noon. No new content can be created during this time, but all material in the system as of the beginning of the freeze will be migrated to the new platform, including users and groups. Functionally the new site is identical to the old one. webteam@gatech.edu
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Given a sufficient statistic, basic predictive inference based on frequency theory actually implies the existence of a prediction distribution function, conditional on the sufficient statistic. Unlike Bayesian posterior predictive functions, the derived distribution is not necessarily a valid one. If it is, the prediction distribution function is necessarily a Bayesian predictive function. In suchcases, the frequency theory prediction method implies a particular Bayesian prior on the nuisance parameter, thus these prediction methods represent a special case of Bayesian predictive inference.