Within the realm of Six Sigma methodologies, χ² investigation serves as a crucial instrument for assessing the relationship between categorical variables. It allows practitioners to verify whether recorded occurrences in various categories deviate significantly from predicted values, helping to uncover potential causes for system fluctuation. Thi