Terminologies: DifferenceMeasure library

Related schema specification: DifferenceMeasure

chiSquaredStatistic

metadata sheet

@id:: https://openminds.om-i.org/instances/differenceMeasure/chiSquaredStatistic
@type:: https://openminds.om-i.org/types/DifferenceMeasure
definition:: Test statistic resulting from a chi-squared test.
name:: chi-squared statistic

kolmogorovSmirnovStatistic

metadata sheet

@id:: https://openminds.om-i.org/instances/differenceMeasure/kolmogorovSmirnovStatistic
@type:: https://openminds.om-i.org/types/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

kullbackLeiblerDivergence

metadata sheet

@id:: https://openminds.om-i.org/instances/differenceMeasure/kullbackLeiblerDivergence
@type:: https://openminds.om-i.org/types/DifferenceMeasure
definition:: A measure of how one probability distribution is different from a second, reference probability distribution.
name:: Kullback-Leibler divergence

meanSquaredError

metadata sheet

@id:: https://openminds.om-i.org/instances/differenceMeasure/meanSquaredError
@type:: https://openminds.om-i.org/types/DifferenceMeasure
definition:: The mean squared difference between two series of values.
name:: mean squared error

t_statistic

metadata sheet

@id:: https://openminds.om-i.org/instances/differenceMeasure/t_statistic
@type:: https://openminds.om-i.org/types/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

z_score

metadata sheet

@id:: https://openminds.om-i.org/instances/differenceMeasure/z_score
@type:: https://openminds.om-i.org/types/DifferenceMeasure
definition:: The number of standard deviations by which an observed value is above or below the mean value.
name:: z-score