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However, if the subjects or arrays (sample size) have not been properly estimated before the statistical comparisons (e.g. ANOVA or t-test) then spurious predictions and type II errors can be seriously misleading.
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The detailed conditions, numeric results, and effect sizes of the statistical comparisons are listed in the Supplementary Results.
The small numbers in the sample used by Babson [ 6] before term limited the power of the statistical comparison to find differences for the younger ages.
For the statistical comparison of differences between two groups, the unpaired t-test was applied.
Diedenhofen, B. & Musch, J. cocor: A comprehensive solution for the statistical comparison of correlations.
For the statistical comparison of differences between three groups, one-way ANOVA with Bonferroni's multiple comparisons test as post-test was applied.
The statistical comparison has been done using the Pearson's coefficient of correlation as described before.
The statistical comparison requires two steps.
As explained before, for the mean statistical comparisons, the monthly data was aggregated to increase sample size, as explained before, and the mean differences between each pair of licensing schema was calculated, along with the standard deviation of these differences and subsequent confidence intervals for statistical significance determination.
Because of this sensitivity of MRRP, all the MRRP values were corrected to the mean control temperature of 37.9°C before making statistical comparisons, using the relationship for the 40 control recordings (MRRP = 12.0 - 0.253.T; Pearson R = −0.54, P = 0.00057)).
The second issue has to do with the many statistical comparisons the authors made using the information they received.
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