Sentence examples for multivariate approaches in from inspiring English sources

If randomisation fails with generating comparable groups, that is, if the two groups differ significantly at the start, for example, country, gender and age, we will use multivariate approaches in order to adjust for these differences.

This study was designed to explore biochemical response of filamentous algae in different water bodies from May 2013 to October 2014, using multivariate approach in the South East of Turkey.

1H HRMAS NMR spectra were successfully combined with the Batch Processing multivariate approach in order to model and interpret differences between wild-type and PttMYB76-modified poplar plants, while monitoring the time- or growth-related metabolic fluctuations in poplar plants [48].

Univariate analysis was carried out to identify single protein signals that are associated with disease status and to establish information and methodology applicable to multivariate approach in subsequent analysis.

In this section, we introduce a multivariate approach in which we distinguish between a measurement model and a biometrical model (the common pathway model).

We exploit a multivariate approach in the content of gene expression analysis since it accounts for the joint contribution of clusters to classification.

Nonetheless, we can compare the performance of a high-dimensional multivariate approach in the same examples as the preceding two-area simulations: as the mass univariate approach fails here, success with multivariate modelling would show that the approach is at least worth pursuing, even if never guaranteed to succeed.

These results are consistent with those of previous studies (e.g., Burgueño et al. 2012; Jarquin et al. 2014) that have used similar validation designs (CV1 and CV2) and have reported similar predictive performance of the stratified and multivariate analysis in CV1, and clear superiority of the multivariate approach in CV2.

Lu et al. [ 10] observed higher ADMA with increasing maximal stenosis (<20% vs. 20 49% vs. ≥50%) in major coronary arteries by both univariate and multivariate approach in 997 patients with predominantly stable angina, which was yet limited to 638 non-diabetics.

Structural equation modelling is a multivariate approach, in which the strength of a connection between two areas (i.e. the 'path coefficient') indicates how the variance of area X depends on the variance of area Y if all other influences on area X are held constant (Stephan, 2004).

The objective of this study was to evaluate agroeconomic indices of polycultures derived from the combination of two cultivars of lettuce with two cultivars of rocket in two cultures strip-intercropped with carrot cultivar 'Brasilia' through uni-multivariate approaches in semi-arid Brazil.