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Suppose, we have a set of multivariate data and we wish to test the multivariate outliers.
Computer simulations are performed by using real multivariate data and a benchmark problem (Gas Furnace Data).
The sPCA-rSVD provides a uniform treatment of both classical multivariate data and high-dimension-low-sample-size (HDLSS) data.
Their advantages relative to other classes of models and how they can be adapted to handle multivariate data and temporally evolving data will be highlighted.
Motion charts allow effective exploration of large and multivariate data and interact with it utilizing dynamic 2D bubble charts (see Fig. 12).
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.
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JSG, MSH, and KLC performed the animal experiment and the sampling, MRC did the NMR data analysis and assignments, statistical and multivariate data analysis and wrote the manuscript.
The server uses univariate and multivariate data processing and follows a multi-step workflow to cluster data into different layouts.
Briefly, following the necessity to model and analyze the growth curves, multivariate data analysis and data mining of all parameters can be used to correlate, cluster, and select meaningful variables.
Paper thickness and homogeneity are important for this research as they affect the repeatability of spectra and thus reliability of multivariate data analysis, and may also affect the local stability of paper.
ViSta stands for Visual Statistics System and can be used for multivariate data analysis and visualization in order to provide a better understanding of the data [ 13].
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