######################################## Terminologies: DifferenceMeasure library ######################################## Related schema specification: `DifferenceMeasure `_ ------------ ------------ chiSquaredStatistic ------------------- .. admonition:: metadata sheet :@context: @vocab: :@id: https://openminds.ebrains.eu/instances/differenceMeasure/chiSquaredStatistic :@type: https://openminds.ebrains.eu/controlledTerms/DifferenceMeasure :definition: Test statistic resulting from a chi-squared test. :name: chi-squared statistic `BACK TO TOP `_ ------------ kolmogorovSmirnovStatistic -------------------------- .. admonition:: metadata sheet :@context: @vocab: :@id: https://openminds.ebrains.eu/instances/differenceMeasure/kolmogorovSmirnovStatistic :@type: https://openminds.ebrains.eu/controlledTerms/DifferenceMeasure :definition: Quantification of a distance between the empirical distribution function of the sample and the cumulative distribution function of the reference distribution, or between the empirical distribution functions of two samples. :name: Kolmogorov-Smirnov statistic `BACK TO TOP `_ ------------ kullbackLeiblerDivergence ------------------------- .. admonition:: metadata sheet :@context: @vocab: :@id: https://openminds.ebrains.eu/instances/differenceMeasure/kullbackLeiblerDivergence :@type: https://openminds.ebrains.eu/controlledTerms/DifferenceMeasure :definition: A measure of how one probability distribution is different from a second, reference probability distribution. :name: Kullback-Leibler divergence `BACK TO TOP `_ ------------ meanSquaredError ---------------- .. admonition:: metadata sheet :@context: @vocab: :@id: https://openminds.ebrains.eu/instances/differenceMeasure/meanSquaredError :@type: https://openminds.ebrains.eu/controlledTerms/DifferenceMeasure :definition: The mean squared difference between two series of values. :name: mean squared error `BACK TO TOP `_ ------------ t_statistic ----------- .. admonition:: metadata sheet :@context: @vocab: :@id: https://openminds.ebrains.eu/instances/differenceMeasure/t_statistic :@type: https://openminds.ebrains.eu/controlledTerms/DifferenceMeasure :definition: The ratio of the departure of the estimated value of a parameter from its hypothesized value to its standard error. :name: t-statistic `BACK TO TOP `_ ------------ z_score ------- .. admonition:: metadata sheet :@context: @vocab: :@id: https://openminds.ebrains.eu/instances/differenceMeasure/z_score :@type: https://openminds.ebrains.eu/controlledTerms/DifferenceMeasure :definition: The number of standard deviations by which an observed value is above or below the mean value. :name: z-score `BACK TO TOP `_ ------------