During Parameter Design experimentation, or simulation using orthogonal arrays, SN ratios are calculated and the optimum conditions are determined. But sometimes the SN ratios of a few runs of an orthogonal array cannot be calculated for various reasons. In the discipline known as design of experiments, the treatments of “missing data” are illustrated and are based on analyses using existing results. However, no distinction is made between different types of incomplete data.