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Interestingly, by changing the prior distribution limits, the Bayesian method outperformed the classical method either with the MBTE or with the Musa-Okumoto models. Overall the results of this study indicate that while the Bayesian approach was not superior to maximum likelihood, the Bayesian approach was clearly advantageous as it could accurately estimate model parameters using a small percentage of failure data.

Software reliability measurement : a survey

As the performance of the Bayesian approach was improved by changing prior distributions, future studies should explore ways to accurately define prior distributions. You do not have access to any existing collections.

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Software Reliability in Software Engineering -- Software Engineering sessions by Stay Focused

Thesis or Dissertation. In Copyright.


Systems Engineering. Eveleigh, Timothy Sarkani, Shahryar.