Sentence examples for multivariate data such from inspiring English sources

Although there is no natural way to order multivariate data such as complex numbers, it is possible to design an order relationship such that it meets criteria that are appropriate to complex signal processing.

We are extending methods development and evaluation to other 'omics areas with a particular emphasis on multivariate data, such as that produced in metabolomics or gene expression experiments.

The identification of statistical outliers in multivariate data, such as microarray and proteomic data, is non-trivial.

A simple strategy for the display of multivariate data such as CIPRAs is an extension of the scatter plot to a generalized drafter's plot (Chambers et al., 1983), also referred to as scatter plot matrix.

A quantitative method was developed at laboratory scale using statistical design of experiments (DOE) and multivariate data analysis such as principal component analysis (PCA) and partial least squares (PLS) regression.

It has been realized that for meaningful feature extraction from complex multivariate chemical data, such as compound libraries represented by many molecular descriptors, nonlinear projection techniques are required.

Multivariate data analysis methods such as partial least square (PLS) modeling have been increasingly applied to pharmaceutical product development.

Multivariate data analysis techniques such as multiway partial least squares (PLS), multiway principal component analysis (PCA) and multivariate batch control charts were applied onto collected batch data sets.

In the multivariate data analysis section such clustering methods are explained in detail.

The analysis of such multivariate data is usually based on MANOVA models assuming multivariate normality and covariance homogeneity.

It is also clear that Linear Discriminant Analysis is not the most powerful classificatory system available for such multivariate data.