1. Наука
  2. Видання
  3. Системи обробки інформації
  4. 2(127)'2015
  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.L. Warsza, M.J. Korczyсski
Системи обробки інформації. — 2015. — № 2(127). – С. 24-28.
Тематика статті: Теоретичні аспекти
УДК 006.86 : 519.245
Мова статті: англійська
Анотації на мовах:

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.
Ключові слова: handling of samples, skewness, kurtosis, data modeling
Інформація про авторів публікації:
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.