Modified Maximum Likelihood Estimations of the Epsilon-Skew-Normal Family

In this work, maximum likelihood (ML) estimations of the epsilon-skew-normal (ESN) family are obtained using an EM-algorithm to modify the ordinary estimation already used and solve some of its problems within issues. This family can be used for analyzing the asymmetric and near-normal data, so the...

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Bibliographic Details
Main Authors: Parichehr Jamshidi, Mohsen Maleki, Zahra Khodadadi
Format: Article
Language:English
Published: Atlantis Press 2020-12-01
Series:Journal of Statistical Theory and Applications (JSTA)
Subjects:
Online Access:https://www.atlantis-press.com/article/125948352/view