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Bacterial genes obtained by pyrosequencing of 12 stool samples (6 Normal and 6 Cancer) were subjected to a validated Principal Component Analysis (PCA) test.
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The lipidome analysis has been statistically validated by principal component analysis.
The quality of the data was also validated by principal component analysis (PCA, Figure 5C) and hierarchical clustering (Figure 5D), indicating that the replicates show very similar responses and that the datasets for mock-inoculated and virus-infected samples are clearly separated.
This result was further validated by principal component analysis (PCA) analysis.
The Danish DIP-Q as a measure of co-morbid personality disorders in substance abusers was validated through principal components factor analysis and canonical correlation analysis.
The modeling approach was validated by exploring principal factors affecting annual biomass increments and annual aridity indexes in two Mediterranean pine forests: Pinus pinaster and P. sylvestris.
In previous work non-linear "spring" formulations have been developed and validated for the principal components which occur in the most commonly used steel-to-steel joint details, particularly for endplate connections, taking into account the local geometry, temperature and loading history.
The questionnaire was fully validated by the principal investigator 6 months prior to the study for content and face validation.
Genetic clusters were further validated using a principal coordinate analysis (PCoA) based on genetic distance in GenAlEX [ 73].
The calibration set was first compressed by choosing an optimized rank of latent variables as determined from a cross-validated principal least-squares (PLS) calculation.
Cross-validated principal component analysis (PCA) with optimised principal components (PC) factors followed by linear discriminant analysis (LDA) was conducted in order to discriminate between cancer vs. non-cancer patients (Fig. 6).
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