Multivariate statistical methods in quality management / Kai Yang, Jayant Trewn.

Incluye bibliografía.

_ Multivariate Statistical Methods and Quality -- Overview of Multivariate Statistical Methods -- Graphical multivariate data display and data stratification -- Multivariate normal distribution and multivariate sampling distribution -- Multivariate analysis of variance -- Principal component analysis and factor analysis -- Discriminant analysis -- Cluster analysis -- Mahalanobis Taguchi system (MTS) -- Path analysis and structural model -- Multivariate process control -- Applications of Multivariate Statistical Methods in Business and Industry -- Data mining -- Chemometrics -- Other applications -- Overview of Quality Assurance and Possible Roles of Multivariate Statistical Methods -- Stage 0: Impetus/ideation -- Stage 1: Customer and business requirements study -- Stage 2: Concept development -- Stage 3: Product/service design/prototyping -- Stage 4: Manufacturing process preparation/product launch -- Stage 5: Production -- Stage 6: Product/service consumption -- Stage 7: Disposal -- Overview of Six Sigma and Possible Roles of Multivariate Statistical Methods -- Stage 1: Define the project and customer requirements (D or define step) -- Stage 2: Measuring process performance -- Stage 3: Analyze data and discover causes of the problem -- Stage 4: Improve the process -- Stage 5: Control the process -- Graphical Multivariate Data Display and Data Stratification -- Graphical Templates for Multivariate Data -- Charts and graphs -- Templates for displaying multivariate data -- Data Visualization and Animation.