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सहप्रसरण विश्लेषण (ANCOVA)×विवेचक विश्लेषण×एक-तरफ़ा विचरण विश्लेषण×
क्षेत्रसांख्यिकीसांख्यिकीसांख्यिकी
परिवारHypothesis testLatent structureHypothesis test
उद्भव वर्ष193219361925
प्रवर्तकRonald A. FisherRonald A. FisherRonald A. Fisher
प्रकारParametric group comparison with covariate controlSupervised classification and dimension reductionParametric mean comparison
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 ↗Fisher, R. A. (1925). Statistical Methods for Research Workers. Edinburgh: Oliver and Boyd. link ↗
उपनामanalysis of covariance, covariance analysis, ANCOVA (Kovaryans Analizi)LDA, Fisher discriminant analysis, discriminant function analysis, canonical discriminant analysisone-factor ANOVA, single-factor ANOVA, analysis of variance, tek yönlü ANOVA
संबंधित444
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.One-way ANOVA is a parametric hypothesis test that compares the means of three or more independent groups on a single continuous outcome to decide whether at least one group mean differs. It rests on the variance-partitioning framework introduced by Ronald A. Fisher in 1925.
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