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JAGS: A program for analysis of Bayesian graphical models using Gibbs sampling
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5
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2003
Year
Unknown Venue
Software MaintenanceBayesian StatisticEngineeringSoftware EngineeringSoftware AnalysisBayesian InferenceR PackageData ScienceManagementStatisticsBayesian Hierarchical ModelingGraphical ModelsGraphical ModelBayesian NetworkProbability TheoryComputer ScienceBayesian Graphical ModelsSoftware DesignBayesian NetworksBayesian StatisticsBayesian Graphical ModellingBugs LanguageProgram AnalysisSoftware TestingStatistical InferenceData ModelingApproximate Bayesian Computation
JAGS is a program for Bayesian Graphical modelling which aims for compatibility with Classic BUGS. The program could eventually be developed as an R package. This article explains the motivations for this program, briefly describes the architecture and then discusses some ideas for a vectorized form of the BUGS language.
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