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  5. Statistical properties of skewness and kurtosis of small samples from normal population

Statistical properties of skewness and kurtosis of small samples from normal population

Z. Warsza, M. Korczysski
Системи обробки інформації. — 2015. — № 2(127). – С. 24-28.
Topic of the article: Теоретичні аспекти
UDK 006.86 : 519.245
Article language: english
Annotations languages:


Annotation: Statistics of skewness and kurtosis distributions and their basic parameters for a set of samples of certain small numbers of elements are find. These distributions were determined using the Monte Carlo method. The samples were repeatedly taken at random from a normally distributed population. Knowledge about statistics of skewness and kurtosis should allow to obtain a more reliable estimate of the standard deviation and the uncertainty of the measurand value estimator from samples of a small number of measurement observations, when range of their distribution is known.


Keywords: handling of samples, skewness, kurtosis, data modeling
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Reference:
Warsza, Z.L. and Korczysski, M.J. (2015), Statistical properties of skewness and kurtosis of small samples from normal population, Information Processing Systems, Vol. 2(127), pp. 24-28.