Porovnat metody
Prohlédněte si vybrané metody vedle sebe; řádky, které se liší, jsou zvýrazněny.
| Robustní párový t-test× | Robustní t-test pro nezávislé výběry× | |
|---|---|---|
| Obor | Statistika | Statistika |
| Rodina | Hypothesis test | Hypothesis test |
| Rok vzniku≠ | 1974 | 1974–1990s |
| Tvůrce≠ | K. K. Yuen; extended by Rand R. Wilcox | Rand R. Wilcox; Karen K. Yuen (trimmed-mean form) |
| Typ | Robust parametric mean comparison | Robust parametric mean comparison |
| Původní zdroj≠ | Yuen, K. K. (1974). The two-sample trimmed t for unequal population variances. Biometrika, 61(1), 165–170. DOI ↗ | Wilcox, R. R. (2012). Introduction to Robust Estimation and Hypothesis Testing (3rd ed.). Academic Press. ISBN: 978-0123869838 |
| Další názvy | trimmed-mean paired t-test, Yuen paired t-test, robust dependent-samples t-test, trimmed paired comparison | Yuen's t-test, trimmed-mean t-test, Winsorized t-test, robust two-sample test |
| Příbuzné≠ | 3 | 2 |
| Shrnutí≠ | The robust paired samples t-test replaces arithmetic means with trimmed means and Winsorized variance to compare two related measurements while resisting the distorting influence of outliers and non-normal distributions, producing reliable inference where the classic paired t-test breaks down. | The robust independent samples t-test compares the central tendency of two independent groups using trimmed means and Winsorized variances, making it substantially less sensitive to outliers and non-normality than the classical Student or Welch t-test. The most widely used form is Yuen's test, which also accommodates unequal variances across groups. |
| ScholarGateDatová sada ↗ |
|
|