Statistical process control demystified
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| Format: | Book |
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New York:
McGraw-Hill,
2011.
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| Series: | Demystified series
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Table of Contents:
- Analyzing process data : The application of statistics to processes ; A process defined ; Population versus process statistics ; Statistical process control Concepts ; Requirements versus control ; Control chart interpretation ; Reaction to special cause variation ; Interpretation relative to requirements
- 2. Data collection : Data properties ; Metrics ; Chart selection ; Sampling requirements
- 3. Determining suitability to requirements : Overview ; Capability indices assuming normality of process data ; Interpretation ; Estimating process variation ; Errors in estimating process capability ; Identifying non-normality in process data ; Capability estimates for non-normal processes
- Process performance indices
- 4. Attribute control charts : Description and use ; Interpretation ; Sampling considerations
- 5. X charts : Chart construction ; Interpretation
- 6. Charts for individuals data : Description and use
- 7. Process improvement : Overview ; Stratification ; Regression analysis ; Residuals analysis ; Multiple regression ; Designed experiments
- 8. Measurement systems analysis : Overview ; Stability ; Linearity ; Repeatability & reproducibility (R&R)
- 9. Questions and examples from practitioners : Lean six sigma/quality management concerns ; Sampling considerations ; Attribute chart examples ; Histograms and process capability ; Variable chart examples
- Appendix: Control chart constant