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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Management and Leadership | 17% | - Risk assessment and management - Coaching and mentoring - Performance metrics and balanced scorecard - Team leadership and conflict resolution - Communication and presentation skills |
| Topic 2: Enterprise-wide Deployment | 6% | - Systems and change management - Organization objectives and deployment planning - Team formation and training - Team performance evaluation |
| Topic 3: DMAIC | 25% | - Analyze: hypothesis testing, ANOVA, regression, chi-square - Measure: data collection, descriptive statistics, graphical analysis - Improve: DOE, response surface methodology, optimization - Control: control plans, SPC, feedback monitoring - Define: VOC, VOB, project charter, SIPOC |
| Topic 4: Statistical Analysis | 20% | - Hypothesis testing (t-test, F-test, chi-square test) - Non-parametric tests - Inferential statistics and confidence intervals - Probability distributions (Normal, Binomial, Poisson, Exponential) - Analysis of variance (ANOVA) - Descriptive statistics (mean, median, mode, std dev, variance) - Correlation and regression analysis |
| Topic 5: DFSS (Design for Six Sigma) | 12% | - Design for manufacturability - QFD (Quality Function Deployment) - IDDOV (Identify, Define, Design, Optimize, Verify) - Design for reliability and FMEA |
| Topic 6: Process Optimization | 20% | - Process control and SPC - Process capability analysis (Cp, Cpk, Pp, Ppk) - Design of Experiments (DOE) - Value stream mapping - Measurement system analysis (MSA/Gage R&R) - Statistical process control charts (X-bar, R, S, I-MR, p, np, c, u) - Root cause analysis and corrective action - Cycle time reduction - Lean tools and waste elimination |
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質問 # 81
In order to appropriately measure the capability and performance of a process, that process must be
正解：D
解説：
A process must be stable before its capability and performance can be meaningfully assessed. Stability means the process is operating under statistical control, with only common-cause variation present and no unresolved special causes distorting the output. This is essential in the Measure Phase because capability indices and performance measures assume that the underlying process behavior is reasonably predictable. If a process is unstable, the calculated capability may be misleading because the variation and centering observed today may not represent what the process will do tomorrow. A process does not need to be perfectly centered or exactly on target before capability is calculated, although those factors affect the resulting indices. It also does not have to be measured only with variables data, since capability concepts can be addressed in broader ways depending on the context. The first requirement, however, is process stability. In Six Sigma, this is why control-chart evaluation and understanding of variation come before formal capability interpretation.
Therefore, the correct answer is D, stable, because predictability is the foundation for valid capability and performance assessment.
質問 # 82
The Mann-Whitney test is a powerful test and is unique to situations from which of the choices listed? (Note: There are 2 correct answers).
正解：B、C
質問 # 83
A complex system has many causes and effects. These may be illustrated on which of the following:
正解：G
質問 # 84
Early in a project a Belt will want to begin to identify and evaluate risk factors for the subject process and will therefore begin building a(n) ______________.
正解：A
質問 # 85
A pharmaceutical manufacturer is designing an experiment to test four different capsule ingredients designed to reduce dissolution time. Each ingredient will be tested at 10 milligrams and 40 milligrams. A full factorial design is used with five replications per run. The number of levels, factors and runs is, respectively:
正解：B
質問 # 86
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