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The authors also surveyed the quality of the methodology and found a shortage of reporting ANN model building details in 49%, lack of statistical testing in 39%, and lack of calibration information in 75%.
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Another threat to conclusion validity is related to the lack of statistical tests.
For example, the item indicates that the authors of a meta-analysis including fewer than 10 studies are not obligated to report any statistical examination of publication bias, very likely because of the "lack of power" of statistical tests to detect this bias [ 14].
However, based on a systematic review, Bader et al. (2001) [ 47] concluded that the evidence was insufficient to establish the efficacy of methods (mainly involving the use of fluoride) for arresting or reversing progression of early lesions because of a limited number of studies and lack of adequate statistical testing.
Moreover, limitations of prior studies include the lack of formal statistical testing across disease subtypes, small sample size, no control for ER or PR status or the use of retrospective data.
Analyzing tables of statistical tests.
That's crucial for many kinds of statistical tests.
Note that we did not statistically compare the estimations of sensitivity and specificity due to the lack of standard statistical test.
This increased antibody specificity for three highly immunogenic salivary proteins, in part, accounts for the lack of statistical significance in testing differences between intraregional profiles for Jordanian donors.
It is known that this results in a considerable lack of statistical power in the testing schema [27].
However, some caution should be used in the interpretation of this result given the lack of statistical significance in the testing of interaction between the cohort group and sex.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com