Multivariate Statistical Methods in Quality ManagementMultivariate 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 |
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71 pages matching principal component analysis in this book
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Contents
Chapter 1 Multivariate Statistical Methods and Quality | 1 |
Chapter 2 Graphical Multivariate Data Display and Data Stratification | 25 |
Chapter 3 Introduction to Multivariate Random Variables Normal Distribution and Sampling Properties | 47 |
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Multivariate Statistical Methods in Quality Management Kai Yang,Jayant Trewn No preview available - 2004 |
Common terms and phrases
analysis of variance analyze centroid characteristics cluster analysis coefficients computed confidence intervals confidence region control chart control limits correlation matrix data mining data visualization dependent variables dimensional variation discriminant analysis discussed distance between cluster eigenvalues equations example factor analysis Figure graphical hypothesis testing linear regression linkage method luminous power MANOVA mean vector measurement data MINITAB multi-vari chart multivariate data set multivariate normal distribution multivariate process control multivariate random variables multivariate statistical methods n₁ objects observations orthogonal array parameters path analysis path diagram plot population mean principal component analysis principal component score product/service pulse reference sample rotation sample covariance matrix scaled Mahalanobis distance shown in Fig Six Sigma Soybean squares stage standard deviation statistical process control structural model subgroup Table Taguchi temperature template underbody univariate statistical variation mode chart waist weight welding trainee X₁