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When the 3 models that found the combination strategy most effective are compared with the 5 that found colonoscopy most effective, an important difference in assumptions for adenoma sensitivity of guaiac FOBT is evident (Web Table 2).
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His methodology resulted in assumptions that, for example, 55% of the remaining incorrectly rated 'no position' category papers should actually be rejections, while 45% should be endorsements.
We conducted a series of scenario-based sensitivity analyses to explore variation in our results that arise owing to changes in assumptions made for the base-case analysis.
Much of the work involves judgment calls by experts, and the smallest changes in their assumptions (for instance, how much does it cost to compensate for poverty?) could add up to hundreds of millions of dollars.
In our assumptions, for x < 0, F + ( x ) = F ( x ).
Due to the nature of the fatigue phenomena it is well known that small changes in basic assumptions for fatigue analysis can have significant influence on the predicted crack growth lives.
The PERMANOVA test is an analogous to the multivariate analysis of variance (MANOVA), which however is too stringent in its assumptions for most ecological multivariate data sets [39].
Nevertheless, this variance captures only the statistical uncertainty, but not the uncertainty in the assumptions for the forecast.
We would also like to thank Philip S. Brachman for his expert assistance in developing assumptions for the decision analytic model.
In case assumptions for one-way analyses of variance were violated differences between ethnic subgroups were examined with a series of Mann–Whitney tests (U).
Early and continuous engagement with regulators from IND stage onwards is paramount for a mutual understanding and comfort in underlying assumptions for both the Sponsor and the Regulator allowing rapid regulatory decisions.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com