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We conclude with a detailed case study involving the design of a multivariate visualization tool using automobile data.
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Many multivariate visualization and classification tools have been developed [ 1, 2], both 'unsupervised' and 'supervised' (discriminating on treatment group).
Here we highlight the appropriate usage of different statistical tests and demonstrate the value of interactive, univariate (cloud plot), and multivariate (PCA plots) visualization tools for different experimental designs: two-group comparison, meta-analysis, and multigroup comparison.
Networks were visualized using the Cytoscape network visualization tool [ 66].
This type of multivariate analysis is inherently visual and can prove to be a very useful information visualization tool for microbiome analysis.
The sources of variation between biological and technical replicates of HK and RS samples were evaluated using unsupervised multivariate principal component analysis (PCA), using the Multiple Array Viewer (MeV) data analysis and visualization tool [ 66].
Additionally, flow mapping with multivariate visualization [ 27, 28] and network analyses [ 29] show promise as valuable tools to quantify spatially and temporally how influenza dynamically flows among states to provide the most vulnerable populations the appropriate medical care and preventive measures.
Stukowski, A. Visualization and analysis of atomistic simulation data with OVITO the Open Visualization Tool.
Cannon, E.K. & Cannon, S.B. Chromosome visualization tool: a whole genome viewer.
Constellation: A Visualization Tool For Linguistic Queries from MindNet.
AtGenExpress visualization tool.
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