Statistical Comparison of Process Variability PPT
This PPT slide, part of the 72-slide Six Sigma - Confidence Interval Analysis PowerPoint presentation, presents a statistical analysis comparing the standard deviations of 2 distinct processes, labeled Process 1 and Process 2. Each process is characterized by sample size (n) and standard deviation (s). For Process 1, the sample size is 10 with a standard deviation of 7.03. Process 2 has a larger sample size of 50 and a standard deviation of 9.84.
A key focus is on the estimated ratio of the standard deviations, denoted as ?_estim, which is calculated to be 0.714. This ratio serves as a foundation for constructing confidence intervals for the true ratio of the standard deviations (?_true). The slide outlines 3 confidence levels: 90%, 95%, and 99%, with corresponding intervals provided. For instance, at the 90% confidence level, the interval ranges from 0.50 to 1.20, while at the 99% level, it narrows to 0.41 to 1.67.
The conclusion drawn from this analysis is critical. It states that since the value of ?_true = 1 falls within all the confidence intervals, there is insufficient evidence to assert a significant difference between the standard deviations of the 2 processes. This insight is vital for decision-making, as it indicates that the variability in outcomes between the 2 processes may not be statistically significant. Thus, stakeholders should consider this information when evaluating process performance and potential improvements.
This slide is part of the Six Sigma - Confidence Interval Analysis PowerPoint presentation.
Developed by a Senior Executive and Operational Excellence Coach with experience at organizations including NOKIA, MICROVENTION, and MAGELLAN, this presentation covers Confidence Interval Analysis using an included Excel Application.
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