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Such conclusion may be a misleading message due to inappropriate use of statistical test to assess reproducibility.
We then summarised study validity by using the five binary criteria that most usefully discriminated between studies (randomisation, representativeness, comparability, measurement, and use of statistical test).
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In some instances, a more stringent use of statistical testing would be useful.
We acknowledge the limitations to the use of quantitative analysis of qualitative data and the debatable use of statistical tests of qualitative data (Maxwell 2010).
This work demonstrates the use of statistical testing for evaluating experimental results in comparison with quality standards.
It underpins much of the social sciences — witness the prevalent use of statistical testing, confidence intervals, regression methods, and so on.
Based on the arguments made here, the researcher urges that the fellow researchers reconsider the appropriate use of statistical tests and particularly correlation in their validation studies.
Novelties of our approach include the introduction of refit studies as a method to assess analyst's accuracy, and the use of statistical tests specifically designed to address inter-analyst variability, common in other disciplines but rarely used in Archaeology.
The use of statistical tests here is not strictly appropriate, as the sampling strategies varied across the studies: the US is the only study with sample weights, while the Thai and Ugandan samples are stratified but not weighted.
Use of statistical tests to quantify model-data-compliance.
Therefore, we consider that the use of statistical tests at the intragroup level is not relevant.
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CEO of Professional Science Editing for Scientists @ prosciediting.com