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The effects on fat-free mass index were weaker compared to those on fat mass index, and there was no clear pattern of increasing effect sizes by fat-free mass index percentiles.
While the associations were of similar size in medium and high BMI-SDS quantiles (40th percentile and above), increasing effect sizes over the whole distribution were observed with respect to children's fat mass index (figure 1).
Table 5 demonstrates that this bias is higher for increasing effect sizes (i.e. larger ratios).
It is likely that the completer analyses is reporting results on those participants who were most receptive to mindfulness training, artificially increasing effect sizes.
For every correlation the equation of the regression line and the limits of its 95percentt confidence intervals (CI) were calculated (a positive correlation would mean increasing effect sizes with time, a negative correlation decreasing effect sizes with time).
As expected, the models showed increasing power with increasing effect sizes (e.g., from 37% power for an effect size of 0.2 to 98% power for an effect size of 0.5) and power was highest (91%) when the effect distribution was primarily direct.
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As expected, achievable power increases with increasing numbers of clusters and increasing effect size.
The KWII values of all three combinations increased with increasing effect size.
The coefficients of variation of the KWII values decreased with increasing effect size.
In the presence of invasion overall, I found a trend of increasing effect size with increasing spatial scale.
For all these variables a sustained or continuously increasing effect size was observed in both treatment groups through the first 24 weeks of the study.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com