Variations on kurtosis estimation with different statistics software

 

Đã lưu trong:
Chi tiết về thư mục
Tác giả: Barrantes Aguilar, Luz Elena
Định dạng: artículo
Trạng thái:Versión publicada
Ngày xuất bản:2019
Miêu tả: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.
Quốc gia:Portal de Revistas TEC
Tổ chức giáo dục:Instituto Tecnológico de Costa Rica
Repositorio:Portal de Revistas TEC
Ngôn ngữ:Español
OAI Identifier:oai:ojs.pkp.sfu.ca:article/4456
Truy cập trực tuyến:https://revistas.tec.ac.cr/index.php/eagronegocios/article/view/4456
Từ khóa:cuarto momento
exceso de curtosis
exceso de curtosis ajustado
software estadístico
fourth momentum
excess kurtosis
adjusted excess kurtosis
statistic software