Sentence examples for uses a principal component from inspiring English sources

PCR is a regression procedure that uses a principal component analysis to estimate regression coefficients [ 6].

Given a gene expression experiment and an annotation scheme for genes in pathways or functional modules, this method creates a gene expression submatrix for each pathway and uses a Principal Component Analysis (PCA) to reduce the dimensionality of the pathway expression data [ 22].

The soil information content of the spectra was summarised using a principal component analysis (PCA).

We inferred the relationship between the Niata samples and 134 cattle breeds using a principal component analysis (PCA) and phylogenetic trees.

For morphometric analysis, two significant principal components (PC1 and PC2) of the shell shape were obtained using a principal component analysis (PCA) approach based on 20 normalized Elliptic Fourier Descriptors (EFDs).

We used a principal component analysis with VARIMAX rotation with Kaizer normalization.

They use a principal component analysis (PCA) scheme to build various facial models.

Using a principal component analysis (PCA), 45 city-level indicators were reduced to 10 factors that explain about 67%% of the variance in the data.

We first assessed chip-to-chip data variability and quality using a principal component analysis (PCA) (Fig. 2).

First, single-subject fMRI data were reduced to a lower temporal dimensionality by using a principal component analysis.

We used a Principal Component Analysis (PCA) to reduce the number of variables and eliminate co-linearity among them.