automated exploratory data analysis
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    Aquest projecte ha estat cofinançat per la Unió Europea a través del Fons Europeu de Desenvolupament Regional (FEDER). 

     

    Butler Scientifics is a proud member of Advance(CAT). This work has been developed with the support of ACCIÓ (Catalonia Trade & Investment; Generalitat de Catalunya) under the Catalonian ERDF operational program (European Regional Development Fund) 2014-2020.

    exploratory data analysis automated correlation anova paper research
    exploratory data analysis automated correlation anova paper research

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    AUTOMATIC RESULTS SORTING

     

    Correlations, analysis of variances and contingencies are powerful statistics tools to identify statistical associations with high relevance.

     

    In order to minimize the risk of falling in the common misconceptions of these kind of relationships, AutoDiscovery provides the automatic results sorting function.

    The relationships identified by AutoDiscovery are automatically classified by their exclusivity and statistical significance, assigning the higher relevance to those relationships identified in a particular subset of your data (but not in the rest) and with a p-value lower than the False Discovery Rate threshold.

     

    To facilitate a further inspection, the list of results can be grouped so that you can focus first in the most relevant relationships.