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An attempt has been made to model the two response variables i.e. surface roughness and material removal rate using Principal Component Analysis.

SNP: Single nucleotide polymorphism; HM: High methionine; LM: Low methionine; LD: Linkage disequilibrium; PC: Principal component; C#: Cycle of selection; FDR: False discovery rate; PCA: Principal component analysis.

We used the logarithm of the spike rates, because principle component analysis showed that this transformation results in a more uniform distribution with less outliers (data not shown).

Natural gas price, CPI, average wages, lending rate, SDSC are preprocessed by principal component analysis (PCA) to extract the principal components [45].

This was shown by a principal component analysis on growth rate, final cell density, final cell size and final cell shape (carrying capacity K was dropped because it correlated tightly with final cell density), followed up by a discriminant analysis on the principal components (PCs).

The excess variance attributed to rate modulations was also quantified using principal component analysis (PCA).

Table 1 shows the unrotated principal component analysis of the Young Mania Rating Scale items.

In preliminary studies of resting state functional networks identified through independent component analysis, the 6-fold higher sampling rate increased the peak functional sensitivity by 60%.

In the component analysis, we used the original self-rated-health variable measured by five scales.

(B ) Principal component analysis of the major features correlated to the elongation rates.

Multiple regression analysis, Principal component analysis were performed for relative contribution analysis of each factors to evolutionary rate.

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