Variations on kurtosis estimation with different statistics software

 

保存先:
書誌詳細
著者: Barrantes Aguilar, Luz Elena
フォーマット: artículo
状態:Versión publicada
出版日付:2019
その他の書誌記述:Kurtosis, or a distribution’s fourth moment, is used to describe distributions and belongs to some normality contrast tests. Most of the statistical softwares include kurtosis, which makes the estimation to be relatively easy. Nevertheless, for a same data set, statistical softwares can provide a different result. The objective of this work is to depict kurtosis estimation differences between statistical softwares that are most commonly used among agricultural economists. Two samples were used to compare kurtosis coefficient estimation differences with nine different statistic softwares. Results shows that these differences are not due to a mistaken estimation procedure, but mainly because the term kurtosis is used wrongly. In conclusion, when working with a small sample size and adjustment factor is not considered, there is a 20% probability of making a mistaken conclusion.
国:Portal de Revistas TEC
機関:Instituto Tecnológico de Costa Rica
Repositorio:Portal de Revistas TEC
言語:Español
OAI Identifier:oai:ojs.pkp.sfu.ca:article/4456
オンライン・アクセス:https://revistas.tec.ac.cr/index.php/eagronegocios/article/view/4456
キーワード:cuarto momento
exceso de curtosis
exceso de curtosis ajustado
software estadístico
fourth momentum
excess kurtosis
adjusted excess kurtosis
statistic software