Statistical process control : demystified ; [loaded with detailed examples and explanations ; covers attribute and variable control charts and process improvement strategies ; perfect for self-study or as a classroom supplement ; complete with end-of-chapter quizzes and a final exam]

XIV, 302 S.

graph. Darst.

1. 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 constants.

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