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In the realm of quality control, the Z-score emerges as a crucial tool. This metric, also known as the deviation score, provides insights into an observation's placement relative to the center of a distribution. Within the framework of Lean Six Sigma, the Z-score plays a pivotal role in identifying outliers. By quantifying deviations from the norm,