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Interval aggregation is useful for data reduction and comparison, but in our vision, deep data analysis should be enabled considering full observation possibilities.
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The analysis plan for this study therefore includes a number of strategies for data reduction and for comparisons of measures across various modalities.
Data reduction and analysis of comparison of treatment groups was normalized, and filtered expression files were analyzed using Partek Genomic Suite.
J.E. assisted with data reduction and processing.
A quick overview of the data reduction and astrometry procedure.
Data reduction and multivariate statistical analyses.
We show the applicability of graphical models on ICF data for different tasks: Visualization of the dependence structure of the data set, dimension reduction and comparison of subpopulations.
For visualization (i.e. estimation of the skeleton), dimension reduction and comparison of subpopulations we used the SCI data set.
This led to a 52.5% – 57.4% data reduction for the comparisons.
These allowed reduction of test data and comparison of test results to design data.
The company is offering a full suite of capabilities including multiple protocols, data reduction, data protection and automated data healing.
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