Sentence examples for multivariate data have from inspiring English sources

Andrews plots (Biometrics 28 (1972) 125-136), as a tool to graphically interpret multivariate data, have recently gained considerable recognition.

In particular dimensionality reduction methods for visualization of multivariate data have shown to be effective tools for codon usage analysis.

Principal Component Analysis (PCA), a data reduction technique for correlated multivariate data, has been widely applied by gait analysts to investigate patterns of association in gait waveform data (e.g., interrelationships between joint angle waveforms from different subjects and/or joints).

The ability to integrate these multi-source, multivariate data has enormous implications for the diagnosis and clinical care of patients (Kohane, 2009).

Diagnostic algorithms using multiple biomarkers and complex multivariate data analysis have been investigated the most in oncology.

These data have been evaluated using multivariate analysis techniques against historic data on incidents to uncover potential relationships between drivers' perceptions and incident occurrence.

Similar data have been obtained using multivariate analysis.

NMF was formulated in [9] to decompose multivariate data and has been the basis of several sound source separation [10, 11] and denoising [12] systems.

With one-dimensional NMR data multivariate data analysis has proven to be a strong tool, but how should one analyse higher-dimensional NMR data in order to extract as much relevant information as possible without having to break data down into smaller dimensions and thus lose the inherent structure?

Near-infrared spectroscopy (NIR) in conjunction with multivariate data analysis has been successfully applied to determination of properties such as pH, degree of polymerisation (DP), lignin content, mechanical properties and age in European and Islamic papers [16 18] and quantitative imaging applications have been developed [19].

Multivariate data analysis has been used to optimize small molecules and peptides for nearly a quarter of a century [ 10- 16].