Nonexistence of the maximum likelihood estimates in the Weibull process

Nonexistence of the maximum likelihood estimates in the Weibull process

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Article ID: iaor19921980
Country: United States
Volume: 39
Issue: 3
Start Page Number: 359
End Page Number: 368
Publication Date: Apr 1992
Journal: Naval Research Logistics
Authors: ,
Abstract:

With incomplete data the maximum likelihood estimates of the parameters of the Weibull process can only be obtained by solving the likelihood equations iteratively. In this article the authors show that the solution of the likelihood equations may lie outside of the parameter space if none of the processes can be observed from time zero.

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