Title :
Sampling distribution of the variance
Author :
Douillet, Pierre L.
Author_Institution :
Univ Lille Nord de France, Lille, France
Abstract :
Without confidence intervals, any simulation is worthless. These intervals are quite ever obtained from the so called "sampling variance". In this paper, some well-known results concerning the sampling distribution of the variance are recalled and completed by simulations and new results. The conclusion is that, except from normally distributed populations, this distribution is more difficult to catch than ordinary stated in application papers.
Keywords :
normal distribution; sampling methods; confidence intervals; normal distribution; sampling distribution; sampling variance; Frequency; Histograms; Jacobian matrices; Power generation; Probability density function; Probability distribution; Random variables; Sampling methods; Statistics; Uncertainty;
Conference_Titel :
Simulation Conference (WSC), Proceedings of the 2009 Winter
Conference_Location :
Austin, TX
Print_ISBN :
978-1-4244-5770-0
DOI :
10.1109/WSC.2009.5429351