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| Section | Weight | Objectives |
|---|---|---|
| DMAIC | 25% | - Improve: DOE, response surface methodology, optimization - Measure: data collection, descriptive statistics, graphical analysis - Analyze: hypothesis testing, ANOVA, regression, chi-square - Define: VOC, VOB, project charter, SIPOC - Control: control plans, SPC, feedback monitoring |
| Enterprise-wide Deployment | 6% | - Systems and change management - Team formation and training - Team performance evaluation - Organization objectives and deployment planning |
| Management and Leadership | 17% | - Performance metrics and balanced scorecard - Risk assessment and management - Coaching and mentoring - Communication and presentation skills - Team leadership and conflict resolution |
| Statistical Analysis | 20% | - Hypothesis testing (t-test, F-test, chi-square test) - Non-parametric tests - Inferential statistics and confidence intervals - Analysis of variance (ANOVA) - Probability distributions (Normal, Binomial, Poisson, Exponential) - Correlation and regression analysis - Descriptive statistics (mean, median, mode, std dev, variance) |
| DFSS (Design for Six Sigma) | 12% | - IDDOV (Identify, Define, Design, Optimize, Verify) - QFD (Quality Function Deployment) - Design for manufacturability - Design for reliability and FMEA |
| Process Optimization | 20% | - Cycle time reduction - Value stream mapping - Design of Experiments (DOE) - Process control and SPC - Measurement system analysis (MSA/Gage R&R) - Process capability analysis (Cp, Cpk, Pp, Ppk) - Statistical process control charts (X-bar, R, S, I-MR, p, np, c, u) - Lean tools and waste elimination - Root cause analysis and corrective action |
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NEW QUESTION # 53
Which item(s) listed would impact the Process Capability for a process with a continuous output? (Note:
There are 4 correct answers).
Answer: A,B,D,E
NEW QUESTION # 54
Common and Special Cause ______________ are the focus of Statistical Process Control.
Answer: A
NEW QUESTION # 55
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 # 56
Which statement(s) are incorrect for the Regression Analysis shown here? (Note: There are 2 correct answers).
Answer: C,D
NEW QUESTION # 57
This table displays the inventory of fasteners in a storage cabinet.
An item is selected at random from the fastener cabinet. Find the approximate probability it is larger than 1/2.
Answer: C
NEW QUESTION # 58
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