Stage Life Testing with Missing Stage Information - an EM-Algorithm Approach

Authors

  • Benjamin Laumen Institute of Statistics, RWTH Aachen University, D-52062 Aachen, GERMANY
  • Erhard Cramer Institute of Statistics, RWTH Aachen University, D-52062 Aachen, GERMANY
Abstract:

We consider a stage life testing model and assume that the information at which levels the failures occurred is not available. In order to find estimates for the lifetime distribution parameters, we propose an EM-algorithm approach which interprets the lack of knowledge about the stages as missing information. Furthermore, we illustrate the implementation difficulties caused by an increasing number of stages. The study is supplemented by a data example as well as simulations.

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Journal title

volume 20  issue 1

pages  123- 152

publication date 2021-06

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