| Description |
1 online resource (xvi, 299 pages) : illustrations |
| Contents |
Cover -- Contents -- Preface -- Chapter 146; Multivariate Statistical Methods and Quality -- 146;1 Overview of Multivariate Statistical Methods -- 146;146;1 Graphical multivariate data display and data stratification -- 146;146;2 Multivariate normal distribution and multivariate sampling distribution -- 146;146;3 Multivariate analysis of variance -- 146;146;4 Principal component analysis and factor analysis -- 146;146;5 Discriminant analysis -- 146;146;6 Cluster analysis -- 146;146;7 Mahalanobis Taguchi system 40;MTS41; -- 146;146;8 Path analysis and structural model -- 146;146;9 Multivariate process control -- 146;2 Applications of Multivariate Statistical Methods in Business and Industry -- 146;246;1 Data mining -- 146;246;2 Chemometrics -- 146;246;3 Other applications -- 146;3 Overview of Quality Assurance and Possible Roles of Multivariate Statistical Methods -- 146;346;1 Stage 058; Impetus47;ideation -- 146;346;2 Stage 158; Customer and business requirements study -- 146;346;3 Stage 258; Concept development -- 146;346;4 Stage 358; Product47;service design47;prototyping -- 146;346;5 Stage 458; Manufacturing process preparation47;product launch -- 146;346;6 Stage 558; Production -- 146;346;7 Stage 658; Product47;service consumption -- 146;346;8 Stage 758; Disposal -- 146;4 Overview of Six Sigma and Possible Roles of Multivariate Statistical Methods -- 146;446;1 Stage 158; Define the project and customer requirements 40;D or define step41; -- 146;446;2 Stage 258; Measuring process performance -- 146;446;3 Stage 358; Analyze data and discover causes of the problem -- 146;446;4 Stage 458; Improve the process -- 146;446;5 Stage 558; Control the process -- Chapter 246; Graphical Multivariate Data Display and Data Stratification -- 246;1 Introduction -- 246;2 Graphical Templates for Multivariate Data -- 246;246;1 Charts and graphs -- 246;246;2 Templates for displaying multivariate data -- 246;3 Data Visualization and Animation -- 246;346;1 Introduction to data visualization -- 246;4 Multivariate Data Stratification -- 246;446;1 Multi45;vari chart technique -- 246;446;2 Graphical analysis of multivariate variation pattern -- Chapter 346; Introduction to Multivariate Random Variables44; Normal Distribution44; and Sampling Properties -- 346;1 Overview of Multivariate Random Variables -- 346;2 Multivariate Data Sets and Descriptive Statistics -- 346;246;1 Multivariate data sets -- 346;246;2 Multivariate descriptive statistics -- 346;3 Multivariate Normal Distributions -- 346;346;1 Some properties of the multivariate normal distribution -- 346;4 Multivariate Sampling Distribution -- 346;446;1 Sampling distribution of X -- 346;446;2 Sampling distribution of S -- 346;446;3 Central limit theorem applied to multivariate samples -- 346;446;4 Hotelling8217;s T[sup40;241;] distribution -- 346;446;5 Summary -- 346;5 Multivariate Statistical Inferences on Mean Vectors -- 346;546;1 Small sample multivariate hypothesis testing on a mean vector -- 346;546;2 Large sample multivariate hypothesis testing on a mean vector -- 346;546;3 Small sample multivariate hypothesis testing on the equality of two mean vectors -- 346;546;4 Large sample multivariate hypothesis testing on the equality of two mean vectors -- 346;546;5 Overview of confidence intervals and confidence |
| Summary |
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 |
| Bibliography |
Includes bibliographical references (pages 291-294) and index |
| Notes |
English |
|
Print version record |
| Subject |
Multivariate analysis.
|
|
Quality control -- Statistical methods
|
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Multivariate Analysis
|
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BUSINESS & ECONOMICS -- Quality Control.
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TECHNOLOGY & ENGINEERING -- Quality Control.
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Multivariate analysis.
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Quality control -- Statistical methods.
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| Form |
Electronic book
|
| Author |
Trewn, Jayant.
|
| LC no. |
2003066522 |
| ISBN |
9780071455671 |
|
9780071501378 |
|
0071501371 |
|
9780071432085 |
|
0071455671 |
|
0071432086 |
|
1280918551 |
|
9781280918551 |
|
9786610918553 |
|
6610918554 |
|
