Multivariate Statistical Process Control with Industrial App

ISBN-13: 9780898714968 / Angielski

Robert L Mason

Opis

Detailed coverage of the practical aspects of multivariate statistical process control based on the application of Hotelling's T2 statistic.

Spis treści

Preface; 1. Introduction to the T2 Statistic; 2. Basic Concepts about the T2 Statistic; 3. Checking Assumptions for Using a T2 Statistic; 4. Construction of Historical Data Set; 5. Charting the T2 Statistic in Phase I; 6. Charting the T2 Statistic in Phase II; 7. Interpretation of T2 Signals for Two Variables; 8. Interpretation of T2 Signals for the General Case; 9. Improving the Sensitivity of the T2 Statistic; 10. Autocorrelation in T2 Control Charts; 11 The T2 Statistic and Batch Processes; Appendix. Distribution Tables; Bibliography; Index.