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MODELING AND ANALYSIS OF SINE POWER RAYLEIGH DISTRIBUTION: PROPERTIES AND APPLICATIONS.
- Source :
-
Reliability: Theory & Applications . Mar2024, Vol. 19 Issue 1, p703-716. 14p. - Publication Year :
- 2024
-
Abstract
- In this manuscript, a new probability model named as Sine Power Rayleigh distribution (SPRD) is proposed using a Sine-G function as generator. Various statistical properties of this new distribution were investigated, including the survival function, hazard function, reverse hazard rate, cumulative hazard function, mills ratio, quantile function, moments, moment generating function, conditional moments, entropy, and order statistics. The parameters of the proposed distribution were estimated using the method of maximum likelihood estimation. To assess the model's versatility and applicability, we conduct analyses on two real life data sets. The outcomes affirm the superior performance of the newly proposed model SPRD as compared to existing models. [ABSTRACT FROM AUTHOR]
- Subjects :
- *RAYLEIGH model
*HAZARD function (Statistics)
*ORDER statistics
Subjects
Details
- Language :
- English
- ISSN :
- 19322321
- Volume :
- 19
- Issue :
- 1
- Database :
- Academic Search Index
- Journal :
- Reliability: Theory & Applications
- Publication Type :
- Academic Journal
- Accession number :
- 177209539