A discrete version of the continuous half-logistic distribution is introduced, which is based on the minimization of the Cram´er distance between the corresponding continuous and step-wise cumulative distribution functions. The expression of the probability mass function is derived in analytic form and some properties of the distribution are discussed, as well as sample estimation. A comparison is also made with a discrete version already proposed in the literature, which is based on a different rationale. An application to real data is finally presented.

An alternative discrete analogue of the half-logistic distribution / A. Barbi̇ero, A. Hi̇taj (PROCEEDINGS OF INTERNATIONAL MATHEMATICAL SCIENCES). - In: Proceedings of International Mathematical Sciences (PIMS)İzmir : İbrahim ÇANAK, 2023. - pp. 76-80 [10.47086/pims.1346708]

An alternative discrete analogue of the half-logistic distribution

A. Barbi̇ero
Primo
;
2023

Abstract

A discrete version of the continuous half-logistic distribution is introduced, which is based on the minimization of the Cram´er distance between the corresponding continuous and step-wise cumulative distribution functions. The expression of the probability mass function is derived in analytic form and some properties of the distribution are discussed, as well as sample estimation. A comparison is also made with a discrete version already proposed in the literature, which is based on a different rationale. An application to real data is finally presented.
Discretization; Distance minimization; Survival function
Settore SECS-S/01 - Statistica
Settore SECS-S/06 - Metodi mat. dell'economia e Scienze Attuariali e Finanziarie
Settore STAT-01/A - Statistica
Settore STAT-04/A - Metodi matematici dell'economia e delle scienze attuariali e finanziarie
2023
https://dergipark.org.tr/en/download/article-file/3348146
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/1022391
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