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| Section | Weight | Objectives |
|---|---|---|
| Enterprise-wide Deployment | 6% | - Organization objectives and deployment planning - Team performance evaluation - Team formation and training - Systems and change management |
| Management and Leadership | 17% | - Team leadership and conflict resolution - Coaching and mentoring - Performance metrics and balanced scorecard - Communication and presentation skills - Risk assessment and management |
| DFSS (Design for Six Sigma) | 12% | - Design for manufacturability - IDDOV (Identify, Define, Design, Optimize, Verify) - Design for reliability and FMEA - QFD (Quality Function Deployment) |
| Process Optimization | 20% | - Process capability analysis (Cp, Cpk, Pp, Ppk) - Root cause analysis and corrective action - Statistical process control charts (X-bar, R, S, I-MR, p, np, c, u) - Process control and SPC - Design of Experiments (DOE) - Value stream mapping - Measurement system analysis (MSA/Gage R&R) - Lean tools and waste elimination - Cycle time reduction |
| DMAIC | 25% | - Control: control plans, SPC, feedback monitoring - 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 |
| Statistical Analysis | 20% | - Non-parametric tests - Probability distributions (Normal, Binomial, Poisson, Exponential) - Inferential statistics and confidence intervals - Descriptive statistics (mean, median, mode, std dev, variance) - Hypothesis testing (t-test, F-test, chi-square test) - Correlation and regression analysis - Analysis of variance (ANOVA) |
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NEW QUESTION # 77
Which statement(s) are correct about the Regression shown here? (Note: There are 2 correct answers).
Answer: B,C
NEW QUESTION # 78
If = 0.5, what is the critical value?
Answer: C
Explanation:
See the F distribution critical values for P=0.05. The table is not available online.
NEW QUESTION # 79
On a _________________ a Belt screens variables, or various inputs, to analyze their relative impact on the output of concern.
Answer: B
Explanation:
Explanation
NEW QUESTION # 80
If the production is for higher volume and monitoring and the Mean and variability is to be monitored for four machines producing product and the characteristic to be monitored is Variable Data, which SPC Chart is best to be selected?
Answer: A
NEW QUESTION # 81
A bottle-filling operation is required to fill glass bottles with 16-17 ounces per fill. Fill levels are normally distributed. When a customer requested a process capability study, the company sampled 4 bottles every half hour over five 8-hour shifts. The mean fill level for this sample was X# = 16.4 and the fill range was 15.9-
16.8 with R# = 0.6. The fill process has a capability index of
Answer: D
Explanation:
The correct answer is A. 0.57 . The CSSBB material defines the process capability index as Cp = (USL # LSL) / 6#R , where #R is estimated from the control chart using #R = R# / d2 . For subgroup size n = 4 , the standard control chart constant is d2 = 2.059 . Using the given data:
* USL = 17
* LSL = 16
* R# = 0.6
* #R = 0.6 / 2.059 # 0.291
Then:
Cp = (17 # 16) / (6 × 0.291) # 1 / 1.746 # 0.57
This matches option A . It is important to note that if the question had asked for Cpk , the mean of 16.4 would also matter and the value would be lower. However, the wording says "capability index" in the singular and the answer choices match Cp , not Cpk. The CSSBB text distinguishes between Cp as the capability index and Cpk as the capability ratio using the nearest specification side. Therefore, based on the CSSBB formula and the provided options, the verified answer is 0.57 .
NEW QUESTION # 82
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