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लिलिएफ़ोर्स परीक्षण (Lilliefors Test) सामान्यता के लिए×एंडरसन-डार्लिंग नॉर्मेलिटी टेस्ट×
क्षेत्रसांख्यिकीसांख्यिकी
परिवारRegression modelRegression model
उद्भव वर्ष19671952
प्रवर्तकHubert W. LillieforsAnderson & Darling (1952); EDF tables by Stephens (1974)
प्रकारGoodness-of-fit / normality testEmpirical distribution function (EDF) goodness-of-fit test
मौलिक स्रोतLilliefors, H. W. (1967). On the Kolmogorov-Smirnov Test for Normality with Mean and Variance Unknown. Journal of the American Statistical Association, 62(318), 399-402. DOI ↗Anderson, T. W., & Darling, D. A. (1952). Asymptotic Theory of Certain 'Goodness of Fit' Criteria Based on Stochastic Processes. The Annals of Mathematical Statistics, 23(2), 193-212. DOI ↗
उपनामLilliefors corrected Kolmogorov-Smirnov test, Lilliefors normality test, Lilliefors TestiAnderson-Darling Normallik Testi, A-squared test, AD test, Anderson-Darling goodness-of-fit test
संबंधित55
सारांशThe Lilliefors test is a goodness-of-fit test that checks whether a continuous sample comes from a normal (or exponential) distribution when the mean and variance are unknown and estimated from the data. Introduced by Hubert W. Lilliefors in 1967, it adjusts the critical values of the Kolmogorov-Smirnov test so that they remain valid once the distribution's parameters are estimated rather than known in advance.The Anderson-Darling test is an empirical distribution function (EDF) goodness-of-fit test, introduced by Anderson and Darling in 1952, that checks whether a continuous sample comes from a specified distribution such as the normal, exponential, or Weibull. By weighting deviations more heavily in the tails, it detects departures in the distribution's extremes more powerfully than the Kolmogorov-Smirnov test.
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  1. v1
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  3. PUBLISHED

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