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When the data are adequate, we will adjust the overall estimates for potential confounding factors.
This suggests that the methodological rigor (or quality) of the data are adequate even though some of the data were of a nature where risk of bias assessment was pointless (additional point estimates, standard deviations, etc).
A graph of power or maturity against t∗, as in Figure 2, may be used to decide if the data are adequate for an analysis using some preferred value of t∗.
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Wherever the data were adequate, the outcomes of interest were quantitatively pooled using a random effects model.
The data was adequate for factor analysis; the KMO value was 0.77 and Bartlett's test of sphericity was statistically significant (χ 140.0, p <0.001).
In addition, the average pairwise Jukes-Cantor distance (0.8707) was below the threshold of 1.0 [ 31], suggesting that the data were adequate for generating neighbor-joining trees.
However, public health practitioners will need to know that the quality of the data is adequate and how to interpret the CVI rates.
This ensures that the categorisation of the data is adequate for obtaining stable rates across age groups, periods and cohorts and that the hypothesis of the additive effect of the model's variables is correct [ 54].
Completeness of the data was adequate for most variables (eg, missing values <4% for height and weight; <2% for admission blood pressure and heart rate; <0.2% for risk factors or cardiovascular history; GRACE score calculated in 94.5%).
For all cases studied, it has been proved that a portion of around 50% of the available data are adequate for accurate modelling of the fatigue behaviour of the material under consideration.
It should be noted that Level 2a (L2a), which is L1a calibrated, is not produced because the calibrated L2b data are adequate for scientific research.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com