Multivariate Statistical Methods in Quality Management

✍ Scribed by Yang K., Trewn J.

• Year: 2004
• Tongue: English
• Leaves: 265
• Category: Library

✦ Synopsis

Multivariate statistical methods are an essential component of quality engineering data analysis. This monograph provides a solid background in multivariate statistical fundamentals and details key multivariate statistical methods, including simple multivariate data graphical display and multivariate data stratification.

✦ Table of Contents

Cover......Page 1
1
Multivariate Statistical Methods
and Quality......Page 2
2
Graphical Multivariate Data
Display and Data Stratification......Page 25
3
Introduction to Multivariate
Random Variables,
Normal Distribution,
and Sampling Properties......Page 46
4
Multivariate Analysis of Variance......Page 79
5
Principal Component Analysis
and Factor Analysis......Page 95
6
Discriminant Analysis......Page 158
7
Cluster Analysis......Page 177
8
Mahalanobis Distance
and Taguchi Method......Page 197
9
Path Analysis and the
Structural Model......Page 219
10
Multivariate Statistical
Process Control......Page 239