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Statistical Process Control Demystified : The Demystified Series - Paul Keller

Statistical Process Control Demystified

The Demystified Series

Paperback Published: 19th July 2011
ISBN: 9780071742498
Number Of Pages: 320

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INCREASE your odds of learning STATISTICAL process control (SPC)

Identify and reduce variation in business processes using SPC--the powerful analysis tool for process evaluation and improvement. Statistical Process Control Demystified shows you how to use SPC to enable data-driven decision making and gain a competitive advantage in the marketplace.

Written in a step-by-step format, this practical guide explains how to analyze process data, collect data, and determine the suitability of a process in meeting requirements. Attribute and X-bar control charts are discussed, as are charts for individuals data. You'll also get details on process improvement and measurement systems analysis. Detailed examples, calculations, and statistical assumptions make it easy to understand the material, and end-of-chapter quizzes and a final exam help reinforce key concepts.

It's a no-brainer! You'll learn about:

  • Control chart interpretation
  • Overcoming common errors in the use of SPC and general statistical analysis tools
  • Sampling requirements
  • Analysis using Excel
  • Estimating process variation
  • Designed experiments
  • Measurement systems analysis, including R&R studies
  • Continuous process improvement strategies

Simple enough for a beginner, but challening enough for an advanced student, Statistical Process Control Demystified is your shortcut to this powerful analysis solution.

Prefacep. xiii
Analyzing Process Datap. 1
The Application of Statistics to Processesp. 2
A Process Definedp. 3
Population versus Process Statisticsp. 4
Statistical Process Control Conceptsp. 9
Requirements versus Controlp. 13
Control Chart Interpretationp. 17
Reaction to Special Cause Variationp. 22
Interpretation Relative to Requirementsp. 23
Summaryp. 24
Quizp. 26
Data Collectionp. 29
Data Propertiesp. 30
Metricsp. 31
Chart Selectionp. 39
Sampling Requirementsp. 40
Summaryp. 48
Quizp. 49
Determining Suitability to Requirementsp. 51
Overviewp. 52
Capability Indices Assuming Normality of Process Datap. 52
Interpretationp. 54
Estimating Process Variationp. 57
Errors in Estimating Process Capabilityp. 58
Identifying Non-Normality in Process Datap. 59
Capability Estimates for Non-Normal Processesp. 65
Process Performance Indicesp. 67
Summaryp. 69
Quizp. 70
Attribute Control Chartsp. 73
Description and Usep. 74
Interpretationp. 83
Sampling Considerationsp. 84
Summaryp. 89
Quizp. 90
X Chartsp. 93
Chart Constructionp. 94
Interpretationp. 101
Summaryp. 118
Quizp. 119
Charts for Individuals Datap. 121
Description and Usep. 122
Summaryp. 141
Quizp. 142
Process Improvementp. 145
Overviewp. 146
Stratificationp. 148
Regression Analysisp. 151
Residuals Analysisp. 160
Multiple Regressionp. 162
Designed Experimentsp. 165
Summaryp. 175
Quizp. 176
Measurement Systems Analysisp. 179
Overviewp. 180
Stabilityp. 180
Linearityp. 183
Repeatability & Reproducibility (R&R)p. 184
Summaryp. 197
Quizp. 198
Questions and Examples from Practitionersp. 201
Lean Six Sigma/Quality Management Concernsp. 202
Sampling Considerationsp. 208
Attribute Chart Examplesp. 212
Histograms and Process Capabilityp. 215
Variable Chart Examplesp. 220
Final Examp. 241
Answers to Quizzes and Final Examp. 273
Appendix: Control Chart Constantsp. 285
Referencesp. 289
Indexp. 291
Table of Contents provided by Ingram. All Rights Reserved.

ISBN: 9780071742498
ISBN-10: 0071742492
Series: Demystified
Audience: Professional
Format: Paperback
Language: English
Number Of Pages: 320
Published: 19th July 2011
Publisher: McGraw-Hill Education - Europe
Country of Publication: US
Dimensions (cm): 23.6 x 19.3  x 1.9
Weight (kg): 0.5
Edition Number: 1

Earn 58 Qantas Points
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