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حوزهآمارآمار
خانوادهRegression modelHypothesis test
سال پیدایش19741947
پدیدآورKaren K. YuenB. L. Welch
نوعRobust two-group comparisonParametric mean comparison (unequal variances)
منبع بنیادینYuen, K. K. (1974). The Two-Sample Trimmed t for Unequal Population Variances. Biometrika, 61(1), 165-170. DOI ↗Welch, B. L. (1947). The generalization of Student's problem when several different population variances are involved. Biometrika, 34(1/2), 28–35. DOI ↗
نام‌های دیگرYuen's test, Yuen-Welch test, robust mean comparison, kırpılmış ortalama testiunequal variances t-test, Welch-Satterthwaite t-test, Welch t-Testi (Eşit Olmayan Varyans)
مرتبط44
خلاصهThe trimmed mean test compares two groups using trimmed means, which discard a fixed proportion of the most extreme observations in each tail before averaging. Introduced by Karen K. Yuen in 1974, it is a robust alternative to the classical t-test when the data are non-normal or contain outliers and the population variances are unequal.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.
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ScholarGateمقایسهٔ روش‌ها: Trimmed Mean Test · Welch t-test. بازیابی‌شده در 2026-06-18 از https://scholargate.app/fa/compare