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This paper examines the pitfalls that arise when an outlier is assessed using a criterion based on a fixed multiple of the standard deviation rather than an established statistical test.
A measure's construct validity encompasses the idea that conceptually related items should be related statistically [ 35] and is usually assessed using a criterion measure or factor analysis.
Finally, we have some confidence that repeated administration of the instrument in a clinical care setting does not result in decay of the meaningfulness of responses when assessed using a criterion of percent variance explained.
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The methodological quality of the studies included in this review was assessed using a criteria list that has been used in previous reviews [ 44, 45].
In a set of follow-up analyses, the exclusivity of the contribution of advance quizzing was assessed using a stricter criterion.
The statistical test of differences in expression level was assessed using a FDR criterion to account for multiple statistical testing [ 18].
Details of the study characteristics are shown in online supplement 3. A summary of the risk of bias in studies C08-002 and C08-003 is presented in online supplement 4. Bias was assessed using a modified assessment criteria for case series.
The capabilities of model-robust supersaturated designs for model discrimination are assessed using a model-discrimination criterion, the subspace angle.
The goodness of fit of each parameterisation (the number of classes and the 'orientation' of the classes) can be assessed using a Bayesian Information Criteria (BIC) that 'penalises' parameterisations that have greater numbers of classes.
The validity of the included studies was assessed using a priori defined criteria.
As discussed in Section 4, these aspects of fit are assessed using a posterior predictive fit criterion (Laud and Ibrahim 1995).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com