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| Section | Weight | Objectives |
|---|---|---|
| Management and Leadership | 17% | - Team leadership and conflict resolution - Performance metrics and balanced scorecard - Coaching and mentoring - Communication and presentation skills - Risk assessment and management |
| Statistical Analysis | 20% | - Hypothesis testing (t-test, F-test, chi-square test) - Probability distributions (Normal, Binomial, Poisson, Exponential) - Analysis of variance (ANOVA) - Inferential statistics and confidence intervals - Descriptive statistics (mean, median, mode, std dev, variance) - Non-parametric tests - Correlation and regression analysis |
| Enterprise-wide Deployment | 6% | - Team formation and training - Systems and change management - Organization objectives and deployment planning - Team performance evaluation |
| DMAIC | 25% | - Measure: data collection, descriptive statistics, graphical analysis - 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 |
| DFSS (Design for Six Sigma) | 12% | - IDDOV (Identify, Define, Design, Optimize, Verify) - Design for reliability and FMEA - Design for manufacturability - QFD (Quality Function Deployment) |
| Process Optimization | 20% | - Process control and SPC - Process capability analysis (Cp, Cpk, Pp, Ppk) - Root cause analysis and corrective action - Lean tools and waste elimination - Measurement system analysis (MSA/Gage R&R) - Value stream mapping - Cycle time reduction - Design of Experiments (DOE) - Statistical process control charts (X-bar, R, S, I-MR, p, np, c, u) |
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NEW QUESTION # 148
Find the average difference dbar.
Answer: B
NEW QUESTION # 149
Relative to a Design of Experiments the term Collinear refers to variables being a
________________ of each other.
Answer: B
NEW QUESTION # 150
Of the various types of data shown which is NOT representative of Variable Data.
Answer: C
NEW QUESTION # 151
An automatic gaging system is to be installed in a process. The gage will insert data values into a data base from which machine adjustments will be made automatically. A critical factor in specifying the equipment is:
Answer: C
NEW QUESTION # 152
SPC Charts are used extensively in different business and decision-making environments. In this example a vendor is being selected based on speed of delivery. Which of the conclusions would help you pick a vendor for your needs regarding lead-time of delivery from your vendors? (Note: There are 4 correct answers).
Answer: A,B,D,E
NEW QUESTION # 153
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