Measurement Uncertainty And Probability Pdf

measurement uncertainty and probability pdf

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Journal ID publisher-id : BM. ISSN print : ISSN electronic : Copyright: , Croatian Society of Medical Biochemistry. License open-access :.

Statistical distributions commonly used in measurement uncertainty in laboratory medicine

We investigate the influence of finite resolution on measurement uncertainty from the perspective of the Guide to the Expression of Uncertainty in Measurement GUM. Finite resolution in a measurement that is perturbed by Gaussian noise yields a distribution of results that strongly depends on the location of the true value relative to the resolution increment. We show that there is no simple expression relating the standard deviation of the distribution of measurement results to the associated uncertainty at a specified level of confidence. There is, however, an analytic relation between the mean value and the standard deviation of the measurement distribution. We further investigate the conflict between the GUM and ISO regarding the method of evaluating the standard uncertainty due to finite resolution and show that, on average, the GUM method is superior, but still approximate.

Forbes npl. Received: 5 May Accepted: 27 June Both documents describe three phases a the construction of a measurement model, b the assignment of probability distributions to quantities, and c a computational phase that specifies the distribution for the quantity of interest, the measurand. The two approaches described in these two documents agree in the first two phases but employ different computational approaches, with the GUM using linearisations to simplify the calculations. Recent years have seen an increasing interest in using Bayesian approaches to evaluating measurement uncertainty. The Bayesian approach in general differs in the assignment of the probability distributions and its computational phase usually requires Markov chain Monte Carlo MCMC approaches. In this paper, we summarise the three approaches to evaluating measurement uncertainty and show how we can regard the GUM and GUMS1 as providing approximate solutions to the Bayesian approach.

Uncertainty Due to Finite Resolution Measurements

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Probability and Bayesian Modeling

Skip to Main Content. A not-for-profit organization, IEEE is the world's largest technical professional organization dedicated to advancing technology for the benefit of humanity. Use of this web site signifies your agreement to the terms and conditions. A Review of Relationships Between Possibility and Probability Representations of Uncertainty in Measurement Abstract: The main advances regarding the deep connections between probability and possibility measurement uncertainty representation but not the propagation over the last decade are reviewed. They concern the following: the definition of a possibility distribution equivalent to a probability of one from its whole set of dispersion intervals about one point for all of the probability levels, the bridges with the conventional dispersion parameters, the representation of a partial probability knowledge owing to a maximum specificity principle better than the maximum entropy principle, and also probability inequalities.

Monte Carlo simulation for the evaluation of measurement uncertainty of pharmaceutical certified reference materials. Werickson F. The supplemental Guide to the Expression of Uncertainty Measurement , which deals with the propagation of distributions, encourages the use of the Monte Carlo simulation MCS for estimating the uncertainty of measurands.

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Measurement uncertainty is a parameter that is associated with the dispersion of measurements. Assessment of the measurement uncertainty is recommended in qualitative analyses in clinical laboratories; however, the measurement uncertainty of qualitative tests has been neglected despite the introduction of many adequate methods.


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Uncertainty Due to Finite Resolution Measurements

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This book employs the principles of measurement, probability and statistics to describe what is meant by a '95% interval of measurement uncertainty' and to show.