Bayesian Approaches to Calculating a Reference Value in Key Comparison Experiments
Author: Toman, Blaza1
Source: Technometrics, Volume 49, Number 1, February 2007 , pp. 81-87(7)
Publisher: American Statistical Association
Abstract:
International experiments called key comparisons pose an interesting statistical problem: estimation of a quantity called a reference value. This estimator can take many possible forms; so far, none has been accepted as a standard. Recently, this topic has received much international attention. In this article it is argued that a fully Bayesian approach to this problem is compatible with the current practice of metrology and can be used to create models for the varied properties and assumptions of these experiments.Keywords: BAYES HIERARCHICAL MODELS; COMBINING PROBABILITY DISTRIBUTIONS; INTER-LABORATORY EXPERIMENTS; UNCERTAINTY AND QUANTIFICATIONS
Document Type: Research article
DOI: 10.1198/004017006000000273
Affiliations: 1: Statistical Engineering Division, National Institute of Standards and Technology, Gaithersburg, MD 20899
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