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The Royal Statistical Society has itself published guidelines on the use of such performance indicators, stating that "league tables without demonstration of ranking uncertainty should be avoided and, even with uncertainty incorporated, such tables should be used with considerable caution" [ 30].
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An important issue in fuzzy set theory is ranking of uncertainty numbers.
As a measure that reflects ranking and the uncertainty, we used the Surface Under the Cumulative Ranking curve (SUCRA) as described by Salanti et al. [ 41].
This method is fairer than simple ranking and accounts for uncertainty in the scores.
All these ranking methods, similarity measures and uncertainty measures are compared based on real survey data and then the most suitable ranking method, similarity measure and uncertainty measure that can be used in the computing with words paradigm are suggested.
We also assessed whether the authors considered the uncertainty in rank ordering (by reporting confidence/credible intervals for the ranks or by reporting all probabilities for each intervention with each possible rank, in an absolute or cumulative ranking curve 22).
A spokesperson for the OECD claimed that country rankings take account of "the uncertainty that results from sample data" adding: "No model exactly fits the data.
Our contributed algorithm prioritizes the different hypotheses, according to rankings set by the expected uncertainty in the object's motion model, as well as the uncertainties in the sources of information used to track their positions.
As evidence, the ACE points out that existing college rankings already introduce havoc and uncertainty to the higher education system.
Bayesian hierarchical modelling was used to achieve this and to quantify uncertainty in the rankings produced.
However, there is very high uncertainty in the rankings of the interventions, as indicated by wide 95% credible intervals.
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CEO of Professional Science Editing for Scientists @ prosciediting.com