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CA has the advantage that the sample size needs not to be bigger than the size of variables.
Compared to the starting size of variables, the number of variables to be added on each step has a much more profound effect on the total time of execution: as the number of variables to be added increases, the time also increases.
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It is likely that the actual count and size of variable regions in the porcine genome is higher than our estimate.
In all categories, on average, cryopreserving tissue yielded more cells after cryopreservation than cryopreserving cells, though none of the comparisons yielded statistically significant comparisons in this sample size of variable tissue except viability.
Future reviews could consider employing rigorous statistical analysis to conduct meta-regressions of effect sizes of variables that have been most frequently studied (e.g., income, education).
In order to compare the effect sizes of variables in the five different areas under investigation for associations with SRHS (see above), partial Eta-square statistic was used as it allows effect sizes to be compared across different variables, independent of any other variables included in the model [ 34, 35].
As described in the methodology section, the PLS algorithm utilizes data standardization, which adjusts for the size disparity of variables.
Multivariable-noninteracting control involves large systems in which the size of internal variables is dependent upon the values of other related variables of the process.
All socioeconomic status variables were considered for model inclusion, but none affected the direction or effect size of predictor variables for cholera.
The effect size of predicting variables was calculated according to Cohen [33] as ( {f}^2=frac{left {R}_{;mathrm{including}}^2-{R}_{;mathrm{excluding}}^2right)}{1-{R}_{;mathrm{including}}^2} ).
We re-ran the model excluding these and there was only negligible difference in the effect size of explanatory variables.
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