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| Section | Weight | Objectives |
|---|---|---|
| Statistical Analysis | 20% | - Analysis of variance (ANOVA) - Correlation and regression analysis - Non-parametric tests - Inferential statistics and confidence intervals - Probability distributions (Normal, Binomial, Poisson, Exponential) - Hypothesis testing (t-test, F-test, chi-square test) - Descriptive statistics (mean, median, mode, std dev, variance) |
| Management and Leadership | 17% | - Communication and presentation skills - Risk assessment and management - Coaching and mentoring - Performance metrics and balanced scorecard - Team leadership and conflict resolution |
| DMAIC | 25% | - Analyze: hypothesis testing, ANOVA, regression, chi-square - Improve: DOE, response surface methodology, optimization - Define: VOC, VOB, project charter, SIPOC - Control: control plans, SPC, feedback monitoring - Measure: data collection, descriptive statistics, graphical analysis |
| Enterprise-wide Deployment | 6% | - Organization objectives and deployment planning - Team formation and training - Team performance evaluation - Systems and change management |
| DFSS (Design for Six Sigma) | 12% | - Design for manufacturability - Design for reliability and FMEA - QFD (Quality Function Deployment) - IDDOV (Identify, Define, Design, Optimize, Verify) |
| Process Optimization | 20% | - Cycle time reduction - Statistical process control charts (X-bar, R, S, I-MR, p, np, c, u) - Root cause analysis and corrective action - Lean tools and waste elimination - Measurement system analysis (MSA/Gage R&R) - Process control and SPC - Design of Experiments (DOE) - Process capability analysis (Cp, Cpk, Pp, Ppk) - Value stream mapping |
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NEW QUESTION # 131
Relative to a Design of Experiments the term Collinear refers to variables being a
________________ of each other.
Answer: B
NEW QUESTION # 132
A team has completed a brainstorming session that has generated a large number of ideas. The team needs to organize these ideas in natural groupings. Which tool is most appropriate?
Answer: I
NEW QUESTION # 133
In the theory of constraints the "subordinate" step refers to:
Answer: D
NEW QUESTION # 134
The calculation of Column Total times Row Total divided by Grand Total yields expected values from what type of chart?
Answer: C
Explanation:
Explanation/Reference:
NEW QUESTION # 135
Which of the following tools begins at the point of failure and works back through the process to the components?
Answer: B
Explanation:
The correct answer is A. Fault tree analysis . The CSSBB source defines fault tree analysis (FTA) as a systematic, deductive methodology for defining a single, specific, undesirable event and determining all possible reasons that could cause that event to occur. It also states that FTA begins at the system level and assumes that a failure will occur . This exactly matches the question wording: the analysis starts at the point of failure and works backward through lower-level causes and components.
FTA uses logic gates to trace how subsystem or component failures combine to create the top event. That backward logic makes it especially useful for reliability, safety, and root-cause analysis in complex systems.
A Pugh matrix is used for concept selection, a cause and effect matrix links inputs and outputs for prioritization, and kappa analysis is used for attribute agreement in measurement-system analysis. None of those starts with the failure event and traces backward through component-level causes. Therefore, based on the CSSBB reference, the verified answer is A. Fault tree analysis .
NEW QUESTION # 136
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