multivariate ANOVA (MANOVA)

GPTKB entity

Statements (30)
Predicate Object
gptkbp:instanceOf statistical analysis
gptkbp:abbreviation gptkb:multivariate_analysis_of_variance
gptkbp:alternativeTo multiple univariate ANOVAs
gptkbp:analyzes multiple dependent variables
gptkbp:assumes independence of observations
homogeneity of variance-covariance matrices
multivariate normality
gptkbp:contrastsWith group means
gptkbp:extendsTo ANOVA
gptkbp:firstDescribed gptkb:Harold_Hotelling
gptkbp:followedBy discriminant analysis
post hoc tests
https://www.w3.org/2000/01/rdf-schema#label multivariate ANOVA (MANOVA)
gptkbp:introducedIn 1930s
gptkbp:output p-value
multivariate F-statistic
gptkbp:reduces Type I error rate
gptkbp:relatedTo gptkb:Pillai's_trace
gptkb:Wilks'_lambda
gptkb:Hotelling's_T-squared_test
Roy's largest root
gptkbp:requires categorical independent variables
continuous dependent variables
gptkbp:testedBy differences between groups
gptkbp:usedIn biological sciences
psychology
social sciences
statistics
gptkbp:bfsParent gptkb:analysis_of_variance_(ANOVA)
gptkbp:bfsLayer 6