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BAYESIAN ANALYSIS OF REPEATED MEASUREMENTS AFFECTED BY A SYSTEMATIC ERROR AND ITS APPLICATION TO CONFORMITY ASSESSMENT
Carlo Carobbi, Francesca Pennecchi
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Abstract:The Bayesian analysis of a series of correlated indications of an unknown quantity is here presented when they are modelled by a joint Gaussian distribution and their covariance is assumed to be the (known) squared uncertainty associated with a systematic effect common to all the indications. An interesting application of the obtained results to the conformity assessment of a series production is also presented. A criterion is derived so that at least a portion p1 of the series production shows to have a characteristic value below a prescribed limit, with a probability not less than p2.
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Keywords:Bayesian inference, repeated measurements, systematic effect, conformity assessment
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DOI:_unreg_wc-2015.410
Event details:
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IMEKO TC:
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Event name:XXI IMEKO World Congress
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Title:
Measurement in Research and Industry
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Place:Prague, CZECH REPUBLIC
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Time:30 August 2015 - 04 September 2015