MOEA Framework 2.12
API Specification

Package org.moeaframework.util.statistics

Collection of statistical methods for determining certain properties of collected samples.

See:
          Description

Interface Summary
StatisticalTest Interface for statistical hypothesis testing methods.
 

Class Summary
IntervalRatioStatisticalTest Abstract class for interval ratio statistical tests.
KruskalWallisTest The Kruskal-Wallis One-Way Analysis of Variance by Ranks is a non-parametric statistical test determining if (at least) two out of K >= 2 populations have differing medians.
MannWhitneyUTest The Mann-Whitney U test determines if two populations have different medians.
Observation Stores an observed value and the group from which the observation belongs.
OneWayANOVA The Single-Factor Between-Subjects Analysis of Variance determines if (at least) two out of K >= 2 populations have differing means.
OrdinalStatisticalTest Abstract class for implementing ordinal (rank-based) statistical tests.
RankedObservation An observation with a rank.
SingleSampleTTest The Single-Sample t test determines if the population's mean equals some specified value.
TwoSampleTTest The Two-Sample t test determines if the mean of two populations are different.
WilcoxonSignedRanksTest The Wilcoxon Signed-Ranks test determines if the population median is equal to a specified value.
 

Package org.moeaframework.util.statistics Description

Collection of statistical methods for determining certain properties of collected samples. Includes parametric and non-parametric techniques.


MOEA Framework 2.12
API Specification

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