A Folded Normal Slash Distribution and Its Applications to Non-negative Measurements

Autor:	Wenhao Gui, Haiyan Wu, Pei-Hua Chen
Rok vydání:	2021
Předmět:	Half-normal distribution Distribution (number theory) Slash distribution Mathematical analysis Kurtosis Measure (mathematics) Folded normal distribution Generalized normal distribution Mathematics
Zdroj:	Journal of Data Science. 11:231-247
ISSN:	1683-8602 1680-743X
DOI:	10.6339/jds.2013.11(2).1142
Popis:	We introduce a new class of the slash distribution using folded normal distribution. The proposed model dened on non-negative measure- ments extends the slashed half normal distribution and has higher kurtosis than the ordinary half normal distribution. We study the characterization and properties involving moments and some measures based on moments of this distribution. Finally, we illustrate the proposed model with a simulation study and a real application.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_dedup___::781632004bea1e2eb46ab3690324c742 https://doi.org/10.6339/jds.2013.11(2).1142 Zobrazit plný text záznamu