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IEEE Transactions on Reliability
Article . 2003 . Peer-reviewed
License: IEEE Copyright
Data sources: Crossref
DBLP
Article . 2003
Data sources: DBLP
UQ eSpace
Article . 2003
Data sources: UQ eSpace
UQ eSpace
Article . 2003
Data sources: UQ eSpace
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A modified Weibull distribution

Authors: C. D. Lai; Min Xie 0001; D. N. P. Murthy;

A modified Weibull distribution

Abstract

A new lifetime distribution capable of modeling a bathtub-shaped hazard-rate function is proposed. The proposed model is derived as a limiting case of the Beta Integrated Model and has both the Weibull distribution and Type I extreme value distribution as special cases. The model can be considered as another useful 3-parameter generalization of the Weibull distribution. An advantage of the model is that the model parameters can be estimated easily based on a Weibull probability paper (WPP) plot that serves as a tool for model identification. Model characterization based on the WPP plot is studied. A numerical example is provided and comparison with another Weibull extension, the exponentiated Weibull, is also discussed. The proposed model compares well with other competing models to fit data that exhibits a bathtub-shaped hazard-rate function.

Countries
New Zealand, Singapore, Australia, Singapore
Keywords

Parameter Estimation, Hardware & Architecture, Graphical Approach, Weibull Distribution, 519, Modeling data, Engineering, C1, Hazard-rate Function, Parameter estimation, Family, 720205 Industry costs and structure, Computer Science, Hardware & Architecture, Bathtub shape, Hazard-rate function, Modeling Data, Software Engineering, 600, Engineering, Electrical & Electronic, Weibull Probability Plot, Computer Science, Software Engineering, 620, Weibull probability plot, Computer Science, 230117 Operations Research, Electrical & Electronic, Weibull distribution, Bathtub Shape

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    selected citations
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    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    382
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Top 1%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Top 1%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Top 10%
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
382
Top 1%
Top 1%
Top 10%
bronze