The Zero-Adjusted Log-Symmetric Distributions: Point and Intervalar Estimation.
Journal
Anais da Academia Brasileira de Ciencias
ISSN: 1678-2690
Titre abrégé: An Acad Bras Cienc
Pays: Brazil
ID NLM: 7503280
Informations de publication
Date de publication:
2023
2023
Historique:
received:
08
06
2020
accepted:
22
02
2021
medline:
4
8
2023
pubmed:
2
8
2023
entrez:
2
8
2023
Statut:
epublish
Résumé
In this paper, a new class of semi-continuous distributions called zero-adjusted log-symmetric is introduced and studied. Some properties and parameters estimation by maximum likelihood method are derived and confidence intervals (CIs) are developed. A simulation study is conducted to evaluate properties of the maximum likelihood estimators in lighter/heavier-tailed distributions. Finally, an application in a real data set is presented to illustrate the flexibility of the proposed class of distributions.
Identifiants
pubmed: 37531487
pii: S0001-37652023000300302
doi: 10.1590/0001-3765202320200841
pii:
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM