Sentence examples for multivariate analysis principal from inspiring English sources

Data were evaluated by multivariate analysis (principal component analysis (PCA) and partial least squares (PLS-2, PLS-1) models).

Compared to univariate measurements, multivariate analysis (principal components) slightly improved the ability to predict absolute grip force.

Multivariate analysis (principal components method) showed the influence of time and environmental variables on the number of infective larvae recovered from the feces and pasture.

Effects of winemaking techniques and OTR were analyzed by multivariate analysis (principal component analysis and agglomerative hierarchical clustering) and analysis of variance.

Univariate analyses (t test, ANOVA, and Tukey's test) were performed using SAS 9.1.3 Portable, whereas multivariate analysis (principal component analysis) was performed using MVSP (MultiVariate Statistical Package) 3.1 (Kovach 2007).

Therefore the multivariate analysis principal component (PC) procedure was used to describe the change in amino acid levels with obesity [62].

CAZymes: Carbohydrate active enzymes; MCR: Multivariate curve resolution; MVA: Multivariate analysis; PC: Principal component; PCA: Principal component analysis; PDMS: poly(dimethyl siloxane); ToF-SIMS: Time-of-flight secondary ion mass spectrometry.

The structure activity relationship was done using multivariate analysis including principal component analysis (PCA), principal component regression (PCR) and Spearman correlation joined with NMR and DRIFT results.

Simultaneous analysis of all observed variables: multivariate data analysis, principal component analysis, correlations analysis, factorial analysis and clustering Multivariate comparisons of the different variables: hypothesis testing, multiple ways ANOVA, MANOVA, and others to determinate if the groups differ relative to the different questions: specific GMO effect or diet effect per se.

f Multivariate analysis = principal component analysis and cross validation experiments, g validation of model on validation sets (known oxidation ratios) and independent set (unknown ratios).

Data were classified according to the metabolic profile using a multivariate analysis in principal component analysis.