Hotelling's T-squared test

GPTKB entity

Statements (24)
Predicate Object
gptkbp:instanceOf statistical analysis
gptkbp:alternativeTo mean vectors are not equal
gptkbp:appliesTo multivariate normal distributions
gptkbp:assumes independent samples
multivariate normality
equal covariance matrices
gptkbp:category parametric test
gptkbp:field multivariate statistics
gptkbp:generalizes gptkb:Student's_t-test
https://www.w3.org/2000/01/rdf-schema#label Hotelling's T-squared test
gptkbp:introducedIn 1931
gptkbp:namedAfter gptkb:Harold_Hotelling
gptkbp:nullHypothesis mean vectors are equal
gptkbp:relatedTo gptkb:Mahalanobis_distance
gptkb:MANOVA
gptkbp:statistic T^2
gptkbp:usedFor multivariate hypothesis testing
comparing mean vectors
gptkbp:usedIn gptkb:machine_learning
statistics
quality control
gptkbp:bfsParent gptkb:MANOVA
gptkb:multivariate_ANOVA_(MANOVA)
gptkbp:bfsLayer 7