For example, distributed searching and browsing both use the same statistical metadata, and thus the same storage service, for solving their tasks.
As shown in Figure 14, the hierarchical visualization of statistical metadata enables to zoom to the highest available temporal data resolution for a detail view.
Legend 14: A detail view of the hierarchical visualization of statistical metadata in the time domain: per day (dark blue), per hour (light blue), and per minute (yellow) as well as the daily and hourly averages.
This makes it easy to adapt the applications to new statistical analyses, metadata, and visualizations.
The types of statistical indicators, metrics, metadata, and graphics are stored, respectively, in the dimension tables Statistic Type, Metric Type, Metadata Type, and Graphic Type.
We introduce a statistical, process-oriented metadata model to describe the process of medical research data collection, management, results analysis and dissemination.
By adopting the Statistical Data and Metadata Exchange (SMDX) format, more than 500 socio-economic data products can be dynamically searched, browsed, accessed and analysed via the AURIN portal.
Particular attention is paid to concepts of container and workflow design, connections of biological metadata to statistical analysis products, support for statistical quality assessment, and calibration of inference uncertainty measures when tens of thousands of simultaneous statistical tests are performed.
As part of the eASiMoV framework (electrical grid Analysis, Simulation, Modeling, and Visualization), we developed the Java-based software eTSAnalyzer (energy Time Series Analyzer), which analyzes EDR data and generates statistical hierarchical and aggregated metadata based on basic statistical data characteristics (minima, maxima, average, deviation, and the median) in the time domain [36].
We have investigated the key features of the pan-genome and assessed the relationship between the genetics of this bacterium and collated metadata, using statistical analyses of single nucleotide polymorphisms (SNPs) in the core genome, and the presence of genes in the accessory genome.
When compared to the MetaboAnalyst web tool that handles processed data (peak lists or bucket lists), MeRy-B handles NMR spectra from visualization to statistical analysis using the corresponding metadata.
