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This study aims to compare the performance of two types of CUSUM procedures, traditional CUSUM using Z-scores and CUSUM using model-based residuals, and to evaluate how UB/LB thresholds, detection rates and detected outliers differ when applying these procedures under various conditions of test length and sample size.