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[资源] Basic Statistical Tools for Improving Quality 统计学工具/质量

Basic Statistical Tools for Improving Quality
1 The Importance of Quality Improvement 1 1. 1Introduction1
1. 2WhatIsStatisticalProcessControl?3
1. 3TheBirthofQualityControl3
1. 4WhatIsaProcess?7
1. 5ExamplesofProcessesfromDailyLife8
1. 6Implementingth eToolsandTechniques16
1. 7ContinuousProcessImprovement16
1. 8TheGoalofStatisticalProcessControl19
1. 9TheEightDimensionsofQualityforManufacturing&
Service20
1.1 0TheCostof(Poor)Quality25
1.11WhatDidWeLearn?26
1.1 2TestYourKnowledge26
Graphical Display of Data 29
2.1Introductiont oeZSPC30
2.2QualitativeandQuantitativeData32
2.3BarChart33
2.4PieChart35
2.5ParetoChart35
2.6RadarChart38
2.7Histogram39
2.8BoxPlot40
2.9ScatterPlot42
2.10CauseandEffectDiagram43
2.11WhatDidWeLearn?46
2.12TestYourKnowledge47
Exercises49
Summarizing Data 51
3.1CentralTendency53
3.2Variability54
3.3StatisticalDistributions58
3.4DistributionsineZSPC63
3.5WhatDidWeLearn?72
3.6TestYourKnowledge73
Exercises75
Analyzing Data 77
4.1ConfidenceIntervals78
4.2Testo fHypothesis82
4.3Thep-value83
4.4ProbabilityPlots88
4.5WhatDidWeLearn?91
4.6TestYourKnowledge91
Exercises94
Shewhart Control Charts 97
5.1TheConceptofaControlChart97
5.2Managingth eProcesswithControlCharts100
5.3VariableControlCharts103
5.4AttributeControlCharts111
5.5DecidingWhichChartt oUse118
5.6WhatDidWeLearn?119
5.7TestYourKnowledge120
Exercises123
Advanced Control Charts 125
6.1CUSUMControlChart126
6.2EWMAControlChart129
6.3CVControlChart132
6.4NonparametricControlCharts134
6.5ProcessCapability138
6.6GageR&R142
6.7WhatDidWeLearn?146
6.8TestYourKnowledge147
Exercises149
Process Improvement 151
7.1CorrelationAnalysis152
7.2RegressionAnalysis155
7.3ExperimentalDesign163
7.4OverviewofExperimentalDesign165
7.5PrinciplesofExperimentation168
7.6One-WayAnalysisofVariance169
7.7TwoWayAnalysisofVariance173
7.8Two-levelFactorialDesignAnalysis177
7.9WhatDidWeLearn?182
7.10TestYourKnowledge182
Exercises184
End Material 187
8.1FinalExam188
8.2FinalExamSolutions210
8.3TestYourKnowledge:Answers211

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2014-09-19 08:59:40, 14.16 M