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|Title:||A model for upside-down bathtub-shaped mean residual life and its properties||Authors:||Shen, Y.
|Keywords:||Bathtub-shaped failure rate
Failure data analysis
Mean residual life
|Issue Date:||2009||Citation:||Shen, Y., Tang, L.-C., Xie, M. (2009). A model for upside-down bathtub-shaped mean residual life and its properties. IEEE Transactions on Reliability 58 (3) : 425-431. ScholarBank@NUS Repository. https://doi.org/10.1109/TR.2009.2027360||Abstract:||Mean residual life is an important statistic in reliability analysis. Based on a general functional form of the derivative of the mean residual life, we propose a new lifetime distribution with an upside-down bathtub-shaped mean residual life function. The model has its mean residual life function in a simple, closed form so that further analysis based on the mean residual life can be easily carried out. We study the analysis and applications on both the mean residual life function, and the failure rate function of this model. Maximum likelihood method is used for parameter estimation. Numerical examples and comparisons indicate that the new model performs well in modeling lifetime data with bathtub-shaped failure rate functions, and upside-down bathtub-shaped mean residual life function. © 2009 IEEE.||Source Title:||IEEE Transactions on Reliability||URI:||http://scholarbank.nus.edu.sg/handle/10635/86992||ISSN:||00189529||DOI:||10.1109/TR.2009.2027360|
|Appears in Collections:||Staff Publications|
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