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| Section | Weight | Objectives |
|---|---|---|
| DFSS (Design for Six Sigma) | 12% | - QFD (Quality Function Deployment) - Design for reliability and FMEA - IDDOV (Identify, Define, Design, Optimize, Verify) - Design for manufacturability |
| Process Optimization | 20% | - Process control and SPC - Lean tools and waste elimination - Cycle time reduction - Measurement system analysis (MSA/Gage R&R) - Statistical process control charts (X-bar, R, S, I-MR, p, np, c, u) - Root cause analysis and corrective action - Value stream mapping - Process capability analysis (Cp, Cpk, Pp, Ppk) - Design of Experiments (DOE) |
| Statistical Analysis | 20% | - Probability distributions (Normal, Binomial, Poisson, Exponential) - Non-parametric tests - Descriptive statistics (mean, median, mode, std dev, variance) - Inferential statistics and confidence intervals - Analysis of variance (ANOVA) - Hypothesis testing (t-test, F-test, chi-square test) - Correlation and regression analysis |
| Enterprise-wide Deployment | 6% | - Team performance evaluation - Organization objectives and deployment planning - Team formation and training - Systems and change management |
| Management and Leadership | 17% | - Team leadership and conflict resolution - Coaching and mentoring - Communication and presentation skills - Performance metrics and balanced scorecard - Risk assessment and management |
| DMAIC | 25% | - Improve: DOE, response surface methodology, optimization - Analyze: hypothesis testing, ANOVA, regression, chi-square - Define: VOC, VOB, project charter, SIPOC - Control: control plans, SPC, feedback monitoring - Measure: data collection, descriptive statistics, graphical analysis |
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NEW QUESTION # 258
The following stem-and-leaf plot was developed from sample data.
What is the median value for this sample?
Answer: D
Explanation:
The correct answer is B. 51.0 . In the CSSBB material, a stem-and-leaf plot is a manual method for arranging data into ordered groups, with the stem representing the leading digits and the leaf representing the trailing digits. Once the data are arranged in order, the median is the middle value. The CSSBB source states that for an even number of observations, the median is the average of the middle two values .
From the stem-and-leaf plot, the ordered data are:
36, 44, 46, 48, 48, 48, 50, 51, 51, 52, 53, 54, 57, 61, 63, 64
There are 16 values , so the median is the average of the 8th and 9th values. Those values are 51 and 51 .
Median = (51 + 51) / 2 = 51.0
This is why option B is correct. The stem-and-leaf plot is especially useful in Six Sigma because it preserves the original data values while making it easy to identify central tendency, spread, and potential patterns in the sample.
NEW QUESTION # 259
Which of the following is the primary benefit of single-minute exchange of dies (SMED)?
Answer: A
Explanation:
The correct answer is A. Increased flexibility . The CSSBB material on setup reduction and SMED explains that reducing setup times is one of the most important Lean tools because it expands production capacity , reduces inventory , and improves the organization's ability to respond to changing requirements. It specifically notes that setup time reduction improves speed and flexibility .
This is the primary benefit because shorter changeovers allow smaller lot sizes, more frequent product changes, and faster response to customer demand without major production penalties. While better setups can indirectly help quality or throughput, the main Lean advantage of SMED is that the process becomes much more adaptable and responsive. Fewer defects and fewer breakdowns are more directly associated with other methods such as poka-yoke and total productive maintenance. Higher rolled throughput yield may improve indirectly if changeovers become smoother, but that is not the principal reason SMED is used. Therefore, from a CSSBB perspective, the best and verified answer is A. Increased flexibility .
NEW QUESTION # 260
An example of a project metric would be:
Answer: B
NEW QUESTION # 261
The following is a set of individual measurements:
3 5 4 5 6 3 4 3 2 4 5 6 5 7 6 4 5 5 8 7 6 6 7 7 4
Find the control limits for the range chart.
Answer: D
NEW QUESTION # 262
A valid mathematical Regression represents all of the characteristics shown except
___________________________.
Answer: B
NEW QUESTION # 263
......
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