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حوزهآمارآمارآمار
خانوادهHypothesis testHypothesis testHypothesis test
سال پیدایش196519081925
پدیدآورS. S. Shapiro & M. B. WilkStudent (W. S. Gosset)Ronald A. Fisher
نوعNormality (goodness-of-fit) testParametric mean comparisonParametric mean comparison
منبع بنیادینShapiro, S. S. & Wilk, M. B. (1965). An analysis of variance test for normality (complete samples). Biometrika, 52(3-4), 591–611. DOI ↗Student (1908). The probable error of a mean. Biometrika, 6(1), 1–25. DOI ↗Fisher, R. A. (1925). Statistical Methods for Research Workers. Edinburgh: Oliver and Boyd. link ↗
نام‌های دیگرShapiro-Wilk W test, W test for normality, Shapiro-Wilk normallik testistudent t-test, two-sample t-test, unpaired t-test, bağımsız örneklem t-testione-factor ANOVA, single-factor ANOVA, analysis of variance, tek yönlü ANOVA
مرتبط244
خلاصهThe Shapiro-Wilk test is a hypothesis test that checks whether a continuous variable was drawn from a normal distribution. It was introduced by Samuel Shapiro and Martin Wilk in 1965 and is regarded as one of the most powerful normality tests, recommended for sample sizes below 5000.The independent samples t-test is a parametric hypothesis test that compares the means of two independent groups to decide whether they differ significantly. It builds on the t-distribution introduced by Student (W. S. Gosset) in 1908 and assumes the measured values are continuous, approximately normally distributed, and have equal variances.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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ScholarGateمقایسهٔ روش‌ها: Shapiro-Wilk test · Independent t-test · One-way ANOVA. بازیابی‌شده در 2026-06-20 از https://scholargate.app/fa/compare