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Reversible jump MCMC for volumetric calibration.

Robin Henderson,R. W. Walsh,Paul McKnespiey-2000-01-01-Lancaster EPrints (Lancaster University)
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TL;DRAbstract

Volumetric calibration is used for high accuracy estimation of the functional volume-to-level relationship for vessels used to store hazardous liquids. An example of calibration of a vessel for reprocessed nuclear material is used to illustrate an analysis of calibration data. We advocate a Bayesian approach, with proper account of genuine prior information, using a reversible jump Markov chain Monte Carlo method for estimation.

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Volumetric calibration is used for high accuracy estimation of the functional volume-to-level relationship for vessels used to store hazardous liquids. An example of calibration of a vessel for reprocessed nuclear material is used to illustrate an analysis of calibration data. We advocate a Bayesian approach, with proper account of genuine prior information, using a reversible jump Markov chain Monte Carlo method for estimation.

Keywords

CalibrationMarkov chain Monte CarloReversible-jump Markov chain Monte CarloBayesian probabilityComputer scienceMonte Carlo methodJumpBayes estimator

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