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| Section | Weight | Objectives |
|---|---|---|
| DFSS (Design for Six Sigma) | 12% | - Design for manufacturability - Design for reliability and FMEA - QFD (Quality Function Deployment) - IDDOV (Identify, Define, Design, Optimize, Verify) |
| Statistical Analysis | 20% | - Correlation and regression analysis - Probability distributions (Normal, Binomial, Poisson, Exponential) - Descriptive statistics (mean, median, mode, std dev, variance) - Inferential statistics and confidence intervals - Analysis of variance (ANOVA) - Non-parametric tests - Hypothesis testing (t-test, F-test, chi-square test) |
| Enterprise-wide Deployment | 6% | - Team formation and training - Team performance evaluation - Organization objectives and deployment planning - Systems and change management |
| Process Optimization | 20% | - Process capability analysis (Cp, Cpk, Pp, Ppk) - Root cause analysis and corrective action - Statistical process control charts (X-bar, R, S, I-MR, p, np, c, u) - Design of Experiments (DOE) - Process control and SPC - Measurement system analysis (MSA/Gage R&R) - Cycle time reduction - Lean tools and waste elimination - Value stream mapping |
| Management and Leadership | 17% | - Team leadership and conflict resolution - Risk assessment and management - Communication and presentation skills - Coaching and mentoring - Performance metrics and balanced scorecard |
| DMAIC | 25% | - Define: VOC, VOB, project charter, SIPOC - Control: control plans, SPC, feedback monitoring - Analyze: hypothesis testing, ANOVA, regression, chi-square - Improve: DOE, response surface methodology, optimization - Measure: data collection, descriptive statistics, graphical analysis |
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NEW QUESTION # 106
Customer requirement #3 has a ______________ relationship with technical feature #3.
Answer: A
NEW QUESTION # 107
A statistical process control chart is used primarily to
Answer: C
Explanation:
The correct answer is C. identify different types of variation . According to the CSSBB material, Statistical Process Control (SPC) applies statistical analysis to measure, monitor, and control processes, and its major tool is the control chart . The reference explains that all processes are subject to variation and that this variation is classified into two types: chance cause variation and assignable cause variation . One of the primary purposes of control charts is to distinguish between these sources of variation so that assignable causes can be investigated and eliminated.
The CSSBB text also describes control charts as powerful tools for analyzing variation and determining whether a process is stable and predictable. While control charts may help indicate when corrective action is needed and may support investigation into sources of failure, their primary use is not to directly determine specific failure sources, design a sampling strategy, or make lot acceptance decisions. Acceptability of sampled lots is more closely related to acceptance sampling , not SPC charting. Therefore, the best answer is the one that aligns with the central purpose of SPC in Six Sigma: recognizing and separating normal process variation from special-cause variation.
NEW QUESTION # 108
A team wants a technique for displaying the connection between various customer needs and various features on a product. They should use:
Answer: C
NEW QUESTION # 109
A Personal Trainer was assessing her workout class participants for their body fat content and had to include data for her analysis. One of the columns listed the range of weight of the people included in the studies. This required plotting a Histogram of the weight of the people assessed for their body fat content. While drawing the Histogram the x-axis contained a certain scale of data. Pick the scale of data that is appropriate for Histograms.
Answer: B
NEW QUESTION # 110
Samples of size n=36 are randomly selected from a population with mean = 125 and variance 12. Find the variance of the distribution of sample means.
Answer: E
NEW QUESTION # 111
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