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The Six Sigma Practitioner’s Guide to Data Analysis

The Six Sigma practitioner sGuide to Data AnalysisSecond EditionDonald J. WheelerFellow of the American Statistical AssociationFellow of the American Society for QualitySPC PressKnoxville, TennesseevContentsAbout the AuthorxiAcknowledgmentsxiiPreface to the Second EditionxiiIntroductionxiiiPART ONE: THE FOUNDATIONS OF DATA ANALYSIS1 OneFour Statistical Homogeneity Perspectives on These of Data Studies and Experimental Statistics and Does the Standard Deviation Statistic Do? Descriptive Statistics Do Not Measures of the Data Homogeneous? Difference between Global and Local38 ThreeProcess Behavior Chart for Individual Do We Gain from the mR Chart? Makes the XmR Chart Work? Many Values Do I Need for Limits? for Detecting and Range regarding Do We Go from Here?66viFourStatistics, Parameters, and Concept of a Probability Cautions regarding Probability of Statistical Estimates of Estimates of Statistical Degrees of Freedom TWO: THE TECHNIQUES OF DATA ANALYSIS93 FiveData Collected under One Can We Say about Our Process?

The Six Sigma Practitioner’s Guide to Data Analysis Second Edition Donald J. Wheeler Fellow of the American Statistical Association Fellow of the American Society for Quality

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