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| Section | Weight | Objectives |
|---|---|---|
| Statistical Analysis | 20% | - Correlation and regression analysis - Inferential statistics and confidence intervals - Non-parametric tests - Hypothesis testing (t-test, F-test, chi-square test) - Descriptive statistics (mean, median, mode, std dev, variance) - Probability distributions (Normal, Binomial, Poisson, Exponential) - Analysis of variance (ANOVA) |
| DFSS (Design for Six Sigma) | 12% | - Design for manufacturability - QFD (Quality Function Deployment) - Design for reliability and FMEA - IDDOV (Identify, Define, Design, Optimize, Verify) |
| Enterprise-wide Deployment | 6% | - Organization objectives and deployment planning - Systems and change management - Team formation and training - Team performance evaluation |
| Process Optimization | 20% | - Cycle time reduction - Process capability analysis (Cp, Cpk, Pp, Ppk) - Measurement system analysis (MSA/Gage R&R) - Lean tools and waste elimination - Process control and SPC - Statistical process control charts (X-bar, R, S, I-MR, p, np, c, u) - Root cause analysis and corrective action - Value stream mapping - Design of Experiments (DOE) |
| DMAIC | 25% | - Analyze: hypothesis testing, ANOVA, regression, chi-square - Define: VOC, VOB, project charter, SIPOC - Improve: DOE, response surface methodology, optimization - Control: control plans, SPC, feedback monitoring - Measure: data collection, descriptive statistics, graphical analysis |
| Management and Leadership | 17% | - Communication and presentation skills - Team leadership and conflict resolution - Coaching and mentoring - Performance metrics and balanced scorecard - Risk assessment and management |
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NEW QUESTION # 101
If item A is more likely to be detected than item B which will have the highest Occurrence value?
Answer: C
NEW QUESTION # 102
Time is always the metric on the horizontal scale of a(n) ___________ Chart.
Answer: C
NEW QUESTION # 103
Which statements are correct about the advanced Capability Analysis shown here?
(Note: There are 3 correct answers).
Answer: A,B,D
NEW QUESTION # 104
What dollar amount of savings would a project show if it reduced your outstanding Accounts Receivable by $0.9 million dollars to $3.5 million total and your organization's marginal cost of capital was 5.7%?
Answer: C
NEW QUESTION # 105
Which of these is not a primary cause for Non-normal Data?
Answer: E
Explanation:
Explanation/Reference:
NEW QUESTION # 106
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