Порівняння методів
Переглядайте обрані методи поруч; рядки з відмінностями підсвічено.
| Дисперсійний аналіз з коваріатою (ANCOVA)× | Однофакторний дисперсійний аналіз× | t-критерій Велча (нерівні дисперсії)× | |
|---|---|---|---|
| Галузь | Статистика | Статистика | Статистика |
| Родина | Hypothesis test | Hypothesis test | Hypothesis test |
| Рік появи≠ | 1932 | 1925 | 1947 |
| Автор методу≠ | Ronald A. Fisher | Ronald A. Fisher | B. L. Welch |
| Тип≠ | Parametric group comparison with covariate control | Parametric mean comparison | Parametric mean comparison (unequal variances) |
| Основоположне джерело≠ | Tabachnick, B.G. & Fidell, L.S. (2013). Using Multivariate Statistics (6th ed.). Pearson. ISBN: 978-0205849574 | Fisher, R. A. (1925). Statistical Methods for Research Workers. Edinburgh: Oliver and Boyd. link ↗ | Welch, B. L. (1947). The generalization of Student's problem when several different population variances are involved. Biometrika, 34(1/2), 28–35. DOI ↗ |
| Інші назви≠ | analysis of covariance, covariance analysis, ANCOVA (Kovaryans Analizi) | one-factor ANOVA, single-factor ANOVA, analysis of variance, tek yönlü ANOVA | unequal variances t-test, Welch-Satterthwaite t-test, Welch t-Testi (Eşit Olmayan Varyans) |
| Пов'язані | 4 | 4 | 4 |
| Підсумок≠ | ANCOVA 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). | 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. | Welch's t-test is a parametric hypothesis test that compares the means of two independent groups without assuming their variances are equal. It was introduced by B. L. Welch in 1947 as a more robust generalization of Student's two-sample test for situations where the two groups have different spread. |
| ScholarGateНабір даних ↗ |
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