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| Section | Weight | Objectives |
|---|
| DFSS (Design for Six Sigma) | 12% | - Design for manufacturability - IDDOV (Identify, Define, Design, Optimize, Verify) - Design for reliability and FMEA - QFD (Quality Function Deployment)
|
| Statistical Analysis | 20% | - Inferential statistics and confidence intervals - Probability distributions (Normal, Binomial, Poisson, Exponential) - Analysis of variance (ANOVA) - Non-parametric tests - Hypothesis testing (t-test, F-test, chi-square test) - Descriptive statistics (mean, median, mode, std dev, variance) - Correlation and regression analysis
|
| DMAIC | 25% | - Improve: DOE, response surface methodology, optimization - 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
|
| Management and Leadership | 17% | - Communication and presentation skills - Coaching and mentoring - Team leadership and conflict resolution - Risk assessment and management - Performance metrics and balanced scorecard
|
| Enterprise-wide Deployment | 6% | - Team performance evaluation - Organization objectives and deployment planning - Systems and change management - Team formation and training
|
| Process Optimization | 20% | - Cycle time reduction - Measurement system analysis (MSA/Gage R&R) - Lean tools and waste elimination - Design of Experiments (DOE) - Root cause analysis and corrective action - Process control and SPC - Value stream mapping - Process capability analysis (Cp, Cpk, Pp, Ppk) - Statistical process control charts (X-bar, R, S, I-MR, p, np, c, u)
|
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ASQ Six Sigma Black Belt Certification - CSSBB Sample Questions (Q260-Q265):
NEW QUESTION # 260
A(n) ________________ has occurred when two inputs have a greater impact on a change in the output than either of the inputs has by itself.
- A. Bimodal reaction
- B. Dependency
- C. Interaction
- D. Amplified effect
Answer: C
Explanation:
Explanation
NEW QUESTION # 261
In ANOVA, the term "treatment" is also known as
- A. residual
- B. replication
- C. factor
- D. response
Answer: C
Explanation:
The correct answer is B. factor . In the CSSBB ANOVA material, the assumptions are stated in terms of factor treatments or levels , showing that treatment refers to the different conditions or levels associated with an independent variable in the experiment. The DOE terminology section further explains that qualitative descriptors such as different machines, operators, or materials can represent qualitative levels or treatments
, which ties treatments directly to the experimental factor being studied.
A response is the dependent output being measured, not the treatment. Replication means repeated trials under the same conditions, and residual refers to unexplained error or the difference between observed and predicted values. In ANOVA, the total variation is partitioned into variation among treatment means and random error, so the "treatments" are the groups defined by the factor levels being compared. Therefore, the best CSSBB-based answer is B. factor .
NEW QUESTION # 262
When a Belt decides to use written procedures and visual controls to improve the consistency of the tasks that must occur in the process he is improving he has utilized the _________________ activity of 5S.
- A. Straightening
- B. Standardizing
- C. Sorting
- D. Sustaining
Answer: B
NEW QUESTION # 263
Appropriate measures means that measurements are ______________.
- A. All of these answers are correct
- B. Contextual
- C. Representative
- D. Relevant
- E. Sufficient
Answer: A
NEW QUESTION # 264
Find the value of b or b0:
- A. -1.24
- B. 1.24
- C. -4.08
- D. 3.33
- E. -3.33
- F. 4.08
Answer: E
NEW QUESTION # 265
......
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