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सहप्रसरण विश्लेषण (ANCOVA)×विवेचक विश्लेषण×
क्षेत्रसांख्यिकीसांख्यिकी
परिवारHypothesis testLatent structure
उद्भव वर्ष19321936
प्रवर्तकRonald A. FisherRonald A. Fisher
प्रकारParametric group comparison with covariate controlSupervised classification and dimension reduction
मौलिक स्रोतTabachnick, B.G. & Fidell, L.S. (2013). Using Multivariate Statistics (6th ed.). Pearson. ISBN: 978-0205849574Fisher, R. A. (1936). The use of multiple measurements in taxonomic problems. Annals of Eugenics, 7(2), 179–188. DOI ↗
उपनामanalysis of covariance, covariance analysis, ANCOVA (Kovaryans Analizi)LDA, Fisher discriminant analysis, discriminant function analysis, canonical discriminant analysis
संबंधित44
सारांशANCOVA is a parametric hypothesis test that compares the adjusted means of two or more independent groups while statistically controlling for one or more continuous covariates. By removing the portion of outcome variance explained by the covariate, ANCOVA increases statistical precision and produces fairer group comparisons. The method builds on the general linear model framework consolidated by Fisher in the early 1930s and is described comprehensively by Tabachnick and Fidell (2013).Discriminant 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.
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