Changes in 🟡 Statistics Ontology

  • Maturity: 🟡 Provisional

New ontology in this release, review all classes: 🟡 Statistics Ontology


Added

Classes

Construct Definition
CovariateVariable variable representing an observed rather than deliberately assigned characteristic that is specified for accounting for variation in a dependent variable separately from variation associated with the factors under study
DataPreparationProcess computing process in which input data are cleaned, organized, or otherwise transformed to make them suitable for subsequent analysis or use
ExplainedVariance statistic representing the portion of the total variance in a dependent variable that is accounted for by one or more variables included in a statistical model
ExploratoryDataAnalysis planned process used to determine and analyze characteristics of input data in order to identify structure, trends, or irregularities
OutlierDetection computing process in which input data are evaluated for the presence of outliers according to a detection criterion
ResponseSurfacePlot figure that depicts the predicted values of a dependent variable as a continuous surface over two or more independent variables

Object Properties

Construct Definition
containsValuesForVariable relation from an information content entity to a variable that holds when the information content entity contains one or more values associated with that variable
quantifiesStatisticalAssociationOf relation from a measure of association to an information content entity involved in the statistical relationship quantified by that measure

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