Kruskal–Wallis H test

GPTKB entity

Statements (28)
Predicate Object
gptkbp:instanceOf statistical analysis
gptkbp:alsoKnownAs one-way ANOVA on ranks
gptkbp:alternativeTo at least one group differs
gptkbp:appliesTo three or more groups
gptkbp:assumes independent samples
ordinal or continuous data
similar distributions
gptkbp:category nonparametric statistics
gptkbp:compatibleWith gptkb:normal_distribution
equal variances
gptkbp:developedBy gptkb:William_Kruskal
gptkb:W._Allen_Wallis
gptkbp:distributionUnderNull gptkb:chi-squared_distribution
https://www.w3.org/2000/01/rdf-schema#label Kruskal–Wallis H test
gptkbp:introducedIn 1952
gptkbp:isNonparametric true
gptkbp:nullHypothesis all groups have the same distribution
gptkbp:relatedTo gptkb:Mann–Whitney_U_test
ANOVA
gptkbp:requires ranking of all data
gptkbp:software gptkb:SPSS
gptkb:Python_(scipy.stats)
R
gptkbp:statistic H
gptkbp:usedFor comparing more than two groups
testing differences in medians
gptkbp:bfsParent gptkb:Kruskal–Wallis_test
gptkbp:bfsLayer 7