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Uchambuzi wa Utambuzi×Kipimo cha T² cha Hotelling×
NyanjaTakwimuTakwimu
FamiliaLatent structureHypothesis test
Mwaka wa asili19361931
MwanzilishiRonald A. FisherHarold Hotelling
AinaSupervised classification and dimension reductionMultivariate parametric mean comparison
Chanzo asiliaFisher, R. A. (1936). The use of multiple measurements in taxonomic problems. Annals of Eugenics, 7(2), 179–188. DOI ↗Hotelling, H. (1931). The Generalization of Student's Ratio. Annals of Mathematical Statistics, 2(3), 360–378. link ↗
Majina mbadalaLDA, Fisher discriminant analysis, discriminant function analysis, canonical discriminant analysisHotelling T² Testi — Çok Değişkenli t-Testi, multivariate t-test, Hotelling T-squared
Zinazohusiana46
MuhtasariDiscriminant analysis finds linear combinations of predictor variables that best separate two or more known groups. It is used both to understand which predictors distinguish the groups and to classify new observations into those groups with minimum error.Hotelling's T² test is a multivariate parametric hypothesis test that simultaneously compares the mean vectors of two independent groups across multiple continuous outcome variables. It was introduced by Harold Hotelling in 1931 as the direct multivariate generalization of Student's t-test, replacing the scalar mean difference with a vector difference scaled by the pooled variance-covariance matrix.
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  1. v1
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  3. PUBLISHED

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ScholarGateLinganisha mbinu: Discriminant Analysis · Hotelling's T² Test. Imepatikana 2026-06-20 kutoka https://scholargate.app/sw/compare