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क्षेत्रसांख्यिकीसांख्यिकी
परिवारHypothesis testHypothesis test
उद्भव वर्ष1951 (Welch); 1990s–2000s (trimmed-mean variants)1974–1990s
प्रवर्तकB. L. Welch; R. R. Wilcox (trimmed-mean extension)Rand R. Wilcox; Karen K. Yuen (trimmed-mean form)
प्रकारRobust parametric group comparisonRobust parametric mean comparison
मौलिक स्रोतWilcox, R. R. (2012). Introduction to Robust Estimation and Hypothesis Testing (3rd ed.). Academic Press. ISBN: 978-0123869838Wilcox, R. R. (2012). Introduction to Robust Estimation and Hypothesis Testing (3rd ed.). Academic Press. ISBN: 978-0123869838
उपनामtrimmed-mean ANOVA, Welch one-way ANOVA, heteroscedastic one-way ANOVA, robust ANOVAYuen's t-test, trimmed-mean t-test, Winsorized t-test, robust two-sample test
संबंधित22
सारांशRobust one-way ANOVA compares the central tendency of three or more independent groups while resisting the distorting effects of outliers and heterogeneous variances. By replacing ordinary means with trimmed means and ordinary variances with Winsorized variances, it maintains accurate Type I error control and strong power when classical ANOVA assumptions are violated.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.
ScholarGateडेटासेट
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  1. v1
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  3. PUBLISHED

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ScholarGateविधियों की तुलना करें: Robust one-way ANOVA · Robust independent samples t-test. 2026-06-19 को यहाँ से प्राप्त https://scholargate.app/hi/compare