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Explorative data analysis, non-parametric survival analysis, and pair-t tests are used to compare possible performance differences.
Blanchet, L. & Buydens, M. C. Smeitink, J. a M., Willems, P. H. G. M. & Koopman, W. J. H. Isolated mitochondrial complex I deficiency: explorative data analysis of patient cell parameters.
We used simple explorative data analysis techniques to elucidate the importance of lithology for soil total and exchangeable K and Mg.
Subsequent explorative data analysis was performed, supported by qualitative findings from 140 home-made reference samples.
In this talk I will present a number of explorative data analysis methods for life science related discovery tasks that have been developed within the KNIME Information Mining platform.
Mayday [10], [11] is a framework for explorative data analysis.
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Additional, explorative statistical data analysis was done on CIMT progression building a linear multivariate regression model.
Additional, explorative statistical data analysis was done building a linear multivariate regression model on the progression of CIMT.
Clustering is a main task of explorative data mining and a common technique for statistical data analysis.
In this work an 'inductive' approach has been outlined that deploys benchtop spectroscopic NMR and NIR measurements and multi-variate data analysis in order to generate explorative models that relate microstructure and functional parameters.
This explorative study illustrates the value of a combination of data analysis approaches, which includes assessment of spectra as well as descriptive, bivariate and multivariate analysis, for medium-sized datasets gathered at similar conditions.
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