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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: DMAIC | 25% | - Analyze: hypothesis testing, ANOVA, regression, chi-square - Define: VOC, VOB, project charter, SIPOC - Measure: data collection, descriptive statistics, graphical analysis - Improve: DOE, response surface methodology, optimization - Control: control plans, SPC, feedback monitoring |
| Topic 2: Management and Leadership | 17% | - Team leadership and conflict resolution - Communication and presentation skills - Performance metrics and balanced scorecard - Risk assessment and management - Coaching and mentoring |
| Topic 3: DFSS (Design for Six Sigma) | 12% | - Design for reliability and FMEA - Design for manufacturability - QFD (Quality Function Deployment) - IDDOV (Identify, Define, Design, Optimize, Verify) |
| Topic 4: Process Optimization | 20% | - Lean tools and waste elimination - Process control and SPC - Cycle time reduction - Value stream mapping - Process capability analysis (Cp, Cpk, Pp, Ppk) - Statistical process control charts (X-bar, R, S, I-MR, p, np, c, u) - Design of Experiments (DOE) - Measurement system analysis (MSA/Gage R&R) - Root cause analysis and corrective action |
| Topic 5: Enterprise-wide Deployment | 6% | - Team formation and training - Systems and change management - Organization objectives and deployment planning - Team performance evaluation |
| Topic 6: Statistical Analysis | 20% | - Probability distributions (Normal, Binomial, Poisson, Exponential) - Correlation and regression analysis - Inferential statistics and confidence intervals - Analysis of variance (ANOVA) - Non-parametric tests - Descriptive statistics (mean, median, mode, std dev, variance) - Hypothesis testing (t-test, F-test, chi-square test) |
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NEW QUESTION # 268
If it is desirable to maximize the response R, the following levels should be used:
Answer: A
NEW QUESTION # 269
A newspaper article describes a high positive correlation between obesity and orange juice consumption among six-year-olds. Parents who restrict the use of orange juice for their children have:
Answer: B
NEW QUESTION # 270
A set of data from a process has 8 readings per sample and 50 samples. The mean of the 50 sample means is 12.62. The mean of the 50 ranges is 0.18. Find the control limits for the xbar chart.
Answer: B
Explanation:
This formula is using control limit for the x bar chart
= 12.62 + (0.373)(0.18) = 12.62 + 0.06714 = 12.69
=12.62 - (0.373)(0.18) =12.62 - 0.06714 = 12.55 UCL is 12.69 and LCL is 12.55
NEW QUESTION # 271
A quality leader who did extensive work with Japanese industry is:
Answer: D
NEW QUESTION # 272
This QFD matrix was used in the design process for a ball point pen. What symbol is appropriate for the square labeled 3?
Answer: C
NEW QUESTION # 273
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