Sentence examples for based on the pca from inspiring English sources

BPCA (i.e. PCA among groups based on the PCA among individuals) divides the variance into within- and between-group components and, given that it is a Euclidean approach, can be considered as analogous to F-statistics (called here βST).

Based on the PCA results, one of the IMF4 samples was identified as an outlier and removed prior to comparing the groups.

The choice was made based on the PCA score plot results (Fig.  7) where at least one representative media from each quadrant was chosen, in order to have a quantitative overview of metabolites that characterize each quadrant.

Based on the PCA scores, four significant cluster groups of sampling locations were detected on the basis of similarity of their water quality.

Figures 2 and 3 are the partial residual plots for the additive models based on the PCA predictors and SIR predictors, respectively, with (Y_1) the response.

The chemical correlations were observed by PCA, which were used to classify the samples by CA, based on the PCA scores.

Figure 8 The scheme of the classification method based on the PCA-based method.

Based on the PCA-based descriptor, a polynomial expression is ultimately derived that links the microstructures in the design space with their associated physical performances.

Solutions of increasing Ca2+ concentrations from pCa 8 ([Ca2+] = 10−8 M) to pCa 4 ([Ca2+] = 10−4 M) were prepared based on the "pCa-Calculator" program developed by Dweck et al. [ 18].

Furthermore, by applying kernel methods to the PCA, Chakrabarti et al. improved the performance of the face hallucination [20] based on the Kernel PCA (KPCA; [21, 22]).

Based on the 2005 PCA results and the superiority of letrozole over tamoxifen, the IBCSG decided to unblind the tamoxifen monotherapy arm and allow patients to cross over to the letrozole arm.