Research Article
Assessment of the Adequacy of Gauge Repeatability and Reproducibility Study Using a Monte Carlo Simulation
For 1 to Do: | Step . Assign a set of variance components, () according to the assigned experimental design in | Tables 4 and 5. | Step . Generate size of populations of effects with , , , and, where | denotes a truncated Normal distribution bounded by for . | Step . Calculate true variance components () and the true values of performance metrics from | the populations of effects. | For 1 to Do: | For 1 to Do: | Step . Generate observations. | Step -1. Select samples from each population of effects by the experimental design in Table 6. | Step -2. Generate observations by the structural models of Equation (1) and (3), respectively. | Step . | Step -1. Perform the AGRR with the observations. | Step -2. Calculate variance components () | Step -3. Calculate the performance metrics for the crossed design and the nested design, respectively. | End | Step . Calculate mean of performance metrics for the crossed design and the nested design. | End | End |
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