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RESEARCH PRODUCT

An introduction to Bayesian reference analysis: inference on the ratio of multinomial parameters

José M. BernardoJosé María Ramón

subject

Statistics and ProbabilityBayesian probabilityPosterior probabilityInferenceBayesian inferencecomputer.software_genreStatistics::ComputationBayesian statisticsComputingMethodologies_PATTERNRECOGNITIONPrior probabilityEconometricsData miningBayesian linear regressionBayesian averagecomputerMathematics

description

This paper offers an introduction to Bayesian reference analysis, often described as the more successful method to produce non-subjective, model-based, posterior distributions. The ideas are illustrated in detail with an interesting problem, the ratio of multinomial parameters, for which no model-based Bayesian analysis has been proposed. Signposts are provided to the huge related literature.

https://doi.org/10.1111/1467-9884.00118