Statistical Process Control Demystified

ISBN-10: 0071742492

ISBN-13: 9780071742498

Edition: 2011

Authors: Paul A. Keller
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Book details

List price: $14.99
Copyright year: 2011
Publisher: McGraw-Hill Professional Publishing
Publication date: 9/1/2011
Binding: Paperback
Pages: 320
Size: 7.25" wide x 9.00" long x 0.75" tall
Weight: 0.946
Language: English

Preface
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
Data Collection
Data Properties
Metrics
Chart Selection
Sampling Requirements
Summary
Quiz
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
Attribute Control Charts
Description and Use
Interpretation
Sampling Considerations
Summary
Quiz
X Charts
Chart Construction
Interpretation
Summary
Quiz
Charts for Individuals Data
Description and Use
Summary
Quiz
Process Improvement
Overview
Stratification
Regression Analysis
Residuals Analysis
Multiple Regression
Designed Experiments
Summary
Quiz
Measurement Systems Analysis
Overview
Stability
Linearity
Repeatability & Reproducibility (R&R)
Summary
Quiz
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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