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Analisis Diskriminan×Ujian T² Hotelling×
BidangStatistikStatistik
KeluargaLatent structureHypothesis test
Tahun asal19361931
PengasasRonald A. FisherHarold Hotelling
JenisSupervised classification and dimension reductionMultivariate parametric mean comparison
Sumber perintisFisher, 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 ↗
AliasLDA, Fisher discriminant analysis, discriminant function analysis, canonical discriminant analysisHotelling T² Testi — Çok Değişkenli t-Testi, multivariate t-test, Hotelling T-squared
Berkaitan46
RingkasanDiscriminant 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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ScholarGateBandingkan kaedah: Discriminant Analysis · Hotelling's T² Test. Dicapai 2026-06-20 daripada https://scholargate.app/ms/compare