Porovnat metody

	Robustní párový t-test	Robustní jednovýběrový t-test (ořezaný průměr)
Obor	Statistika	Statistika
Rodina	Hypothesis test	Hypothesis test
Rok vzniku	1974	1970s–2000s
Tvůrce	K. K. Yuen; extended by Rand R. Wilcox	Rand R. Wilcox (extending Yuen's trimmed-mean approach)
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.	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	one-sample trimmed mean test, Yuen one-sample test, robust one-sample location test, trimmed mean t-test
Příbuzné	3	4
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 one-sample t-test replaces the ordinary mean with a trimmed mean and the sample variance with a Winsorized variance to compare a population location against a hypothesized value. It retains the t-test decision framework while sharply reducing sensitivity to outliers and heavy-tailed distributions, making it reliable in real-world continuous data that deviate from normality.