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A genetic algorithm (GA) combined with partial least squares (PLS) regression was applied in order to reduce the considerable number of variables of electrochemical signals recorded by a voltammetric electronic tongue.
For small m, a FA model provides a parsimonious way to model the covariances among a considerable number of variables.
However, this study shows that a considerable number of variables may be necessary to make an informed decision or a prediction with a high level of accuracy.
The large sample size yields narrow confidence intervals around the estimates of mortality and made it possible to include a considerable number of variables in the regression analysis.
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Even though this highly heterogeneous group had the lowest percentage of mapped reads (Table 1), most likely caused by a low sequence quality, it displayed a considerable number of highly variable SNPs.
Furthermore, the considerable number of groups and observed variables may boost statistical errors: Following stratification, we performed about 310 comparisons and calculated the statistical significance between the various groups.
Very high β-galactosidase activity was shown by a considerable number of the tested strains, whereas variable prebiotic utilization ability was observed.
In the case of S. aureus, all previously defined strains can be subdivided into a considerable number of variants as they harbour variable genes in different combinations [29]; [43]; [82].
Although the presence of an NDR in the promoters regions is widespread (i.e., affecting mainly TATA-less genes, which represent around 80% of the total), a considerable number of genes exhibited a more variable promoter architecture (Reviewed in [ 14]).
Although there were considerable number of DME genes that showed highly variable DNA methylation (maximum βR > 0.296) without inverse correlation to gene expression, such DNA methylation was probably unrelated to gene expression and other mechanisms might be involved in the regulation of these DME genes.
With the adoption of POS to many different contexts by a considerable number of scholars, POS has included a large number of variables that might structure the behavior course of social movements.
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