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- Title
A new flexible Weibull distribution.
- Authors
Sangun Park; Jihwan Park; Youngsik Choi
- Abstract
Many of studies have suggested the modifications on Weibull distribution to model the non-monotone hazards. In this paper, we combine two cumulative hazard functions and propose a new modifiedWeibull distribution function. The newly suggested distribution will be named as a new flexible Weibull distribution. Corresponding hazard function of the proposed distribution shows flexible (monotone or non-monotone) shapes. We study the characteristics of the proposed distribution that includes ageing behavior, moment, and order statistic. We also discuss an estimation method for its parameters. The performance of the proposed distribution is compared with existing modifiedWeibull distributions using various types of hazard functions. We also use real data example to illustrate the efficiency of the proposed distribution.
- Subjects
WEIBULL distribution; MONOTONE operators; HAZARD function (Statistics)
- Publication
Communications for Statistical Applications & Methods, 2016, Vol 23, Issue 5, p399
- ISSN
2287-7843
- Publication type
Article
- DOI
10.5351/CSAM.2016.23.5.399