Often, maintenance data are not collected properly. An example of this is when, instead of recording the actual failure times, the data available for modeling are the pooled failures on a monthly basis. How can one estimate the parameters of the intensity function with such data?
In the case of “always replace”, the data consist of the failure times and censored times. What is the appropriate mathematical formulation with which to model the data?
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