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ASQ CSSBB Exam Syllabus Topics:

SectionObjectives
Topic 1: Control Phase- Statistical process control (SPC)
- Monitoring and sustaining improvements
- Control plans
Topic 2: Improve Phase- Lean tools and process optimization
- Solution generation and selection
- Design of experiments (DOE)
Topic 3: Six Sigma and Organizational Goals- Lean principles and Six Sigma integration
- Organizational goals and Six Sigma projects
Topic 4: Define Phase- Project identification and selection
- Voice of the customer (VOC) and CTQ
- Project charters and stakeholder analysis
Topic 5: Measure Phase- Process mapping and measurement systems
- Measurement system analysis (MSA)
- Data collection and sampling methods
- Process capability analysis
Topic 6: Analyze Phase- Root cause analysis
- Failure modes and effects analysis (FMEA)
- Regression and correlation analysis
- Hypothesis testing

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ASQ Six Sigma Black Belt Certification - CSSBB 認定 CSSBB 試験問題 (Q241-Q246):

質問 # 241
In a regression analysis, the prediction interval is used to

正解:C

解説:
The correct answer is D. define a probable range for a single observation . In the CSSBB regression material, prediction error and the estimation of error variance are discussed as part of building a boundary around predicted values. The text notes that the first step toward acquiring a boundary on a prediction error is estimating the error variance from SSE and degrees of freedom.
This is the purpose of a prediction interval : it gives a likely range for an individual future observation at a given value of the predictor. That is different from a confidence interval, which estimates the likely range of the mean response . The prediction interval is therefore wider because it must account for both uncertainty in the estimated regression line and the natural scatter of individual data points around that line. It is not primarily used to validate the model, prove cause and effect, or replace confidence intervals based on sample size. Therefore, the verified CSSBB-aligned answer is D .


質問 # 242
(Refer to the previous problem) The variance of the five replications for each run is calculated.
Most of these variances are approximately equal but two are significantly lower than the others.
The experimenters would be especially interested in those two runs if they want to optimize:

正解:B


質問 # 243
If a Belt needed to model the data for the number of weaves in section of carpet fabric she would use the _____________ Distribution approach.

正解:C


質問 # 244
This QFD matrix was used in the design process for a ball point pen. What symbol is appropriate for the square labeled 15?

正解:C


質問 # 245
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 individuals chart.

正解:B


質問 # 246
......

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