Sentence examples for multivariate techniques like from inspiring English sources

Multivariate techniques like principal component and factor analyses utilise dimension reduction to facilitate the identification of uncorrelated subgroups of variables (i.e. principal components and factors).

Similar to multivariate techniques like canonical correlation analysis, PLS operates on the entire data structure at once, extracting the patterns of maximal covariance between two data matrices, in the present case group membership (age) and the entropy measures.

Also in this case, multivariate techniques devised in different contexts, like clustering and discriminant analysis, have been effectively adapted for proteomics purposes.

Multi-phenotype analysis has drawn increasing attention to high-throughput genomic studies, whereas only a few applications have justified the use of multivariate techniques.

Several multivariate techniques are applied to interpret the grinding processes.

Recently developed multivariate techniques were used to test for and quantify multivariate variation at different spatial scales.

In this study an innovative statistical procedure based on multivariate techniques is applied.

So it is needed to use multivariate techniques in that cases.

One of the fundamental assumptions of most parametric multivariate techniques is multivariate normality, which implies the absence of multivariate outliers.

Sleep patterns during 5 postdeprivation nights were analyzed by a variety of univariate and multivariate techniques.

Although one of the earliest multivariate techniques, it continues to be the subject of much research, ranging from new model-based approaches to algorithmic ideas from neural networks.