Mixture of Inverse Weibull and Lognormal Distributions: Properties, Estimation, and Illustration
2015 ◽
Vol 2015
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pp. 1-8
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Keyword(s):
Data Set
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We discuss the two-component mixture of the inverse Weibull and lognormal distributions (MIWLND) as a lifetime model. First, we discuss the properties of the proposed model including the reliability and hazard functions. Next, we discuss the estimation of model parameters by using the maximum likelihood method (MLEs). We also derive expressions for the elements of the Fisher information matrix. Next, we demonstrate the usefulness of the proposed model by fitting it to a real data set. Finally, we draw some concluding remarks.
2019 ◽
pp. 161-178
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2019 ◽
pp. 249-263
2014 ◽
Vol 43
(2)
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pp. 119-131
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2018 ◽
Vol 55
(4)
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pp. 498-522