
Statistical Process Control Demystified
Description
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Content
- Cover Page
- Statistical Process Control DeMYSTiFieD®
- Copyright Page
- Contents
- Preface
- chapter 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
- Summary
- Quiz
- chapter 2 Data Collection
- Data Properties
- Metrics
- Chart Selection
- Sampling Requirements
- Summary
- Quiz
- chapter 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
- Summary
- Quiz
- chapter 4 Attribute Control Charts
- Description and Use
- Interpretation
- Sampling Considerations
- Summary
- Quiz
- chapter 5 X Charts
- Chart Construction
- Interpretation
- Summary
- Quiz
- chapter 6 Charts for Individuals Data
- Description and Use
- Summary
- Quiz
- chapter 7 Process Improvement
- Overview
- Stratification
- Regression Analysis
- Residuals Analysis
- Multiple Regression
- Designed Experiments
- Summary
- Quiz
- chapter 8 Measurement Systems Analysis
- Overview
- Stability
- Linearity
- Repeatability & Reproducibility (R&R)
- Summary
- Quiz
- chapter 9 Questions and Examples from Practitioners
- Lean Six Sigma/Quality Management Concerns
- Sampling Considerations
- Attribute Chart Examples
- Histograms and Process Capability
- Variable Chart Examples
- Final Exam
- Answers to Quizzes and Final Exam
- Appendix: Control Chart Constants
- References
- Index
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