Sentence examples for multivariate tools used from inspiring English sources
Unlike widespread belief, multivariate tools used commonly, such as support vector machines or searchlight, seem to do a worse job at selecting predictive regions than univariate tools [ 37].
Diatom community structure was analysed with non-parametric multivariate tools using PRIMER® 6 software package (PRIMER-E, Plymouth, UK).
Multivariate decision tools using supervised learning algorithms have been implemented to detect hypovolemia [ 10] and alarms for critical care patients [ 8].
However, as this analysis was a supervised approach, we wanted to use an unsupervised multivariate statistical method similar to the tools used in metabonomic analysis.
We conclude with a detailed case study involving the design of a multivariate visualization tool using automobile data.
Partial directed coherence is a powerful tool used to analyze interdependencies in multivariate systems based on vector autoregressive modeling.
For source identification, important heavy metals, and their hotspot location, we can easily use multivariate tools for pollution source zonation and to reveal the main harbor of contamination of heavy metals in this area.
When used appropriately, multivariate tools enable the identification and evaluation of product and process variables that may be critical to product quality and performance.
This paper reports the development of calibration models for quality control in the production of ethylene/propylene/1-butene terpolymers by the use of multivariate tools and FT-IR spectroscopy.
One option that proved to be successful and efficient is the use of multivariate tools such as multivariate statistical process control which reflects the complex and dynamic process information and offers a simple and effective way of visualizing the evolution of the process.
