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सहप्रसरण का बहुचर विश्लेषण (MANCOVA)×होटलिंग का T² परीक्षण×
क्षेत्रसांख्यिकीसांख्यिकी
परिवारHypothesis testHypothesis test
उद्भव वर्ष19701931
प्रवर्तकExtension of MANOVA and ANCOVA traditions; consolidated in multivariate textbooks by the 1970s–1980sHarold Hotelling
प्रकारParametric multivariate mean comparison with covariate controlMultivariate parametric mean comparison
मौलिक स्रोतTabachnick, B. G. & Fidell, L. S. (2019). Using Multivariate Statistics (7th ed.). Pearson. ISBN: 978-0134790541Hotelling, H. (1931). The Generalization of Student's Ratio. Annals of Mathematical Statistics, 2(3), 360–378. link ↗
उपनामMANCOVA, multivariate ANCOVA, MANOVA with covariates, MANCOVA — Çok Değişkenli Kovaryans AnaliziHotelling T² Testi — Çok Değişkenli t-Testi, multivariate t-test, Hotelling T-squared
संबंधित56
सारांशMANCOVA (Multivariate Analysis of Covariance) is a parametric hypothesis test that simultaneously compares two or more groups on multiple continuous dependent variables while statistically controlling for one or more covariates. It extends MANOVA by incorporating covariate adjustment, a tradition consolidated in multivariate statistical methodology by the 1970s and authoritatively documented by Tabachnick and Fidell (2019).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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