Sentence examples for cpca it from inspiring English sources

In light of the limitations of CPCA, it is also useful to employ simple pair-wise correlations.

Among the limitations of CPCA are, first, that it is based on the assumption of multivariate normality, and second, that it results in categorical, not continuously varying measures of matrix similarity [ 26].

Any individual SNP with no correlation with the trait may impair the joint effect estimate in the SNP set to which it belongs since CPCA, as traditional PCA, only focuses on approximating the underlying data distribution.

CPCA on candidate SNP subsets CPCA can be implemented to compute the first PC scores for 20 candidate subsets respectively.

According to its sequence, cpcA* is most likely not coding for a protein as it is 5′-truncated with regard to the cpcA reading frame and is interrupted by multiple stop codons in the other two reading frames.

It ensures that the principal components obtained by CPCA are not deteriorated by noisy SNPs that are irrelevant with the trait.

According to our results the activation of cpcA is likely to occur in a Gcn2p-independent way and it is tempting to speculate that in filamentous fungi a similar PERK-eIF2-ATF4 pathway may exist.

However, the results suggest that CPCA could produce an excess of false positives as the number of variables increases (it declared as not equal the matrices from the same population in the seven variables cases).

CpcA is partially required for virulence [ 15] and its transcription pattern could be confirmed by qRT-PCR (Additional file 3: Figure S1C).

Chemometric studies (CPCA, PCA, and PLS) highlight intrinsic solubility/lipophilicity, and compound size and shape as closely related to activity.

put forward the characteristics scoring method of the multivariate time sequence on the basis of the correlation between information according to the common principal component analysis (CPCA) [24].