Sign in  |  Register
Advanced search
Publication Cover

CITATION

Keller, Paul. Statistical Process Control Demystified. US: McGraw-Hill Professional, 2011.

Statistical Process Control Demystified

Authors: Paul Keller

Published:  July 2011

eISBN: 9780071742504 0071742506 | ISBN: 9780071742498
Open eBook
  • 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