Multivariate statistical methods in quality management /

Annotation UPGRADE MANUFACTURING AND SERVICE PERFORMANCE WITH POWERFUL STATISTICAL TOOLS There's no better way to master the most rigorous statistical methods available for analyzing the performance of complex systems -- "Multivariate Statistical Methods in Quality Management teaches power...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Yang, Kai (Autor)
Otros Autores: Trewn, Jayant
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, N.Y. : McGraw-Hill Education, [2004]
Edición:First edition.
Colección:McGraw-Hill's AccessEngineering.
Temas:
Quality control > Statistical methods.
Multivariate analysis.
Multidimensional scaling > Graphic methods.
Random variables.
Principal components analysis.
Factor analysis.
Discriminant analysis.
Cluster analysis.
Quality control.
Reliability (Engineering)
Taguchi methods (Quality control)
Critical path analysis.
Process control > Statistical methods.
Electronic books.
Acceso en línea:Texto completo
Descripción
Sumario:Annotation UPGRADE MANUFACTURING AND SERVICE PERFORMANCE WITH POWERFUL STATISTICAL TOOLS There's no better way to master the most rigorous statistical methods available for analyzing the performance of complex systems -- "Multivariate Statistical Methods in Quality Management teaches powerful analytic tools for troubleshooting, root cause analysis, process control, quality improvement, and many other applications. Written by statistics experts who specialize in reliability and quality engineering, this unique resource introduces the fundamentals and then demonstrates how to: *Choose the best method for each data set * Make complex data intelligible with graphical tools * Coax important hidden information from data with graphical 3-D software and numerical multivariate data stratification * Perform data reduction with principal component analysis, factor analysis, and discriminant analysis * Apply multivariate methods in Six Sigma enterprises * Get clarification from case studies, models, and 50 illustrations * Uncover the source of problems and pinpoint solutions in arenas from manufacturing processes to sales performance and beyond. Annotation 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. * Graphical multivariate data display * Multivariate regression and path analysis * Multivariate process control charts * Six sigma and multivariate statistical methods.
Notas:Print version c2004.
Descripción Física:1 online resource (xvi, 299 pages) : illustrations.
Also available in print edition.
Bibliografía:Includes bibliographical references and index.
ISBN:0071432086 (print-ISBN)
0071455671
9780071432085

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