Thompson J.R., Koronacki J. Statistical Process Control: the Deming Paradigm and Beyond

Second Edition. — Boca Raton: Chapman & Hall/CRC, 2001. — 455 p. — ISBN: 1-58488-242-5.Statistical Process Control: A Brief Overview
Quality Control: Origins, Misperceptions
A Case Study in Statistical Process Control
If Humans Behaved Like Machines
Pareto's Maxim
Deming's Fourteen Points
QC Misconceptions, East and West
White Balls, Black Balls
The Basic Paradigm of Statistical Process Control
Basic Statistical Procedures in Statistical Process Control
Acceptance Sampling
The Case for Understanding Variation
Statistical Coda
Acceptance-Rejection SPC
The Basic Test
Basic Test with Equal Lot Size
Testing with Unequal Lot Sizes
Testing with Open-Ended Count Data
The Development of Mean and Standard Deviation Control Charts
A Contaminated Production Process
Estimation of Parameters of the ''Norm'' Process
Robust Estimators for Uncontaminated Process Parameters
A Process with Mean Drift
A Process with Upward Drift in Variance
Charts for Individual Measurements
Process Capability
Sequential Approaches
The Sequential Likelihood Ratio Test
CUSUM Test for Shift of the Mean
Shewhart CUSUM Chart
Performance of CUSUM Tests on Data with Mean Drift
Sequential Tests for Persistent Shift of the Mean
CUSUM Performance on Data with Upward Variance Drift
Acceptance-Rejection CUSUMs
Exploratory Techniques for Preliminary Analysis
The Schematic Plot
Smoothing by Threes
Bootstrapping
Pareto and Ishikawa Diagrams
A Bayesian Pareto Analysis for System Optimization of the Space Station
The Management and Planning Tools
Optimization Approaches
A Simplex Algorithm for Optimization
Selection of Objective Function
Motivation for Linear Models
Multivariate Extensions
Least Squares
Model "Enrichment"
Testing for Model "Enrichment"
2^p Factorial Designs
Some Rotatable Quadratic Designs
Saturated Designs
A Simulation Based Approach
Multivariate Approaches
Likelihood Ratio Tests for Location
Compound and Projection Tests
A Robust Estimate of "In Control" Location
A Rank Test for Location Slippage
A Rank Test for Change in Scale and/or Location
Appendix A: A Brief Introduction to Linear Algebra
Appendix B: A Brief Introduction to Stochastics
Appendix C: Statistical Tables