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PCA additionally provides a model-independent, quantitative means of comparing the variance within a set of samples.
The F-test is to evaluate the null hypothesis by comparing the variance of two independent samples.
Comparing the variance explained by differences in HRM practices versus those explained by contextual and empirical factors indicates that context and research design have a strong influence on the relationship between HRM practices and performance.
The model parameter β is set empirically with a value of 0.3 for complex sequences and 0.7 for simple sequences by comparing the variance of the sum of NnzMVDratio per frame with a threshold.
As can be seen from comparing the variance components of model 1 (Table 3) to the mentioned components of the empty model, composition effects indeed explain an important share of the initial variance in scientific performance.
The statistical significance (P-values) of the K values for each trait was assessed by comparing the variance of independent contrasts for each trait to the expected values under a tip shuffling algorithm [47].
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Comparing the variances of the east and south sides with the Morgan-Pitman test, the p-value is.043.043
Finally, it was also examined which conclusions one statistically can draw from comparing the variances from the design experiments with the reference criteria.
We tested whether shape across the seven independent sub-elements covaried similarly by comparing the variance-covariance matrices using Mantel's test of matrix correlation in MANTEL version 1.15 [27] with 10,000 random row permutations of one of the matrices.
Comparing the variances of these effects within the example CPI above, we found that the protein and the ligand effects contributed largely to the variances of the docking scores, and dominated the interactive effect significantly.
Next, we quantified the added value of using individual sire genotypes, rather than line allele frequencies, for the prediction of heterosis by comparing the variances of the within and between-line components of the heterozygosity excess.
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