Mann-Whitney U test

GPTKB entity

Statements (40)
Predicate Object
gptkbp:instanceOf statistical analysis
gptkbp:alsoKnownAs gptkb:Wilcoxon_rank-sum_test
gptkbp:alternativeTo gptkb:independent_samples_t-test
distributions are not equal
gptkbp:assumes independent samples
ordinal or continuous data
gptkbp:canBe sample sizes are small
data are not normally distributed
gptkbp:category nonparametric statistics
gptkbp:compatibleWith gptkb:normal_distribution
gptkbp:developedBy gptkb:Donald_Ransom_Whitney
gptkb:Henry_Mann
gptkbp:field gptkb:medicine
biostatistics
economics
education
psychology
social sciences
statistics
https://www.w3.org/2000/01/rdf-schema#label Mann-Whitney U test
gptkbp:implementedIn gptkb:Python
gptkb:SAS
gptkb:SPSS
gptkb:Stata
R
gptkbp:namedAfter gptkb:Donald_Ransom_Whitney
gptkb:Henry_Mann
gptkbp:nullHypothesis distributions are equal
gptkbp:output p-value
U statistic
effect size
gptkbp:publishedIn 1947
gptkbp:relatedTo gptkb:Wilcoxon_signed-rank_test
gptkb:t-test
gptkbp:statistic U
gptkbp:usedFor comparing two independent samples
nonparametric hypothesis testing
testing whether distributions differ
gptkbp:bfsParent gptkb:Student's_t-test
gptkbp:bfsLayer 5