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Statistical Inference from Start-Up Demonstration Test Data

Summary: New results on start-up demonstration tests are obtained. In particular, the average length of a demonstration test is derived and inferences based on demonstration test data for the probability p of a successful start-up are discussed. Practical recommendations regarding the planning of a demonstration test are made. An extension of this text is also introduced that accommodates correlation in consecutive start-ups. The procedures developed are examined through Monte Carlo simulations and illustrated with a detailed example.

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  • Topics: Sampling
  • Keywords: Confidence intervals,Markov chains,Maximum likelihood estimate (MLE),Statistical tests,Moment estimation,Monte Carlo methods,Probability,Sample size
  • Author: Viveros, Roman; Balakrishnan, N.
  • Journal: Journal of Quality Technology