Six Sigma and Beyond: Statistical Process Control, Volume IV
Six Sigma and Beyond: Statistical Process Control, Volume IV
ISBN: 1574443135
EAN: 2147483647
EAN: 2147483647
Year: 2003
Pages: 181
Pages: 181
Authors: D.H. Stamatis
- Table of Contents
- BackCover
- Six Sigma and Beyond - Statistical Process Control, Volume IV
- Preface
- Common Abbreviations Used in Statistical Process Control
- HELPFUL NOTATION
- Introduction
- Chapter 1: The Need for Improvement
- HOW TO EFFECTIVELY DIRECT THE SPC EFFORT
- WHAT IS IDEAL PROCESS CONTROL?
- HOW TO PULL IT OFF
- Chapter 2: Problem Solving
- TEAM CONCEPT
- TOOLS AND TECHNIQUES
- ANALYSIS OF VARIANCE
- PROBLEM-SOLVING DIFFICULTIES
- REFERENCES
- SELECTED BIBLIOGRAPHY
- Chapter 3: Summarizing Data
- SUMMARIZING DATA
- GRAPHICAL PRESENTATIONS
- SELECTED BIBLIOGRAPHY
- Chapter 4: Descriptive Statistics
- MEASURES OF CENTRAL TENDENCY
- MEASURES OF DISPERSION
- Chapter 5: Normal Distribution
- CHARACTERISTICS OF THE NORMAL DISTRIBUTION
- STANDARDIZED VALUES (Z SCORES)
- UNDERLYING DISTRIBUTION ANALYSIS
- METHODS OF TESTING FOR UNDERLYING DISTRIBUTIONS
- REFERENCES
- SELECTED BIBLIOGRAPHY
- Chapter 6: Process Variation and Control Charts
- COMMON VARIATION
- SPECIAL VARIATION
- CONTROL CHARTS
- DEMING S FUNNEL EXPERIMENT AND TAMPERING
- THE RED BEAD EXPERIMENT
- THE RELATIONSHIP OF VARIATION TO MEANS TO NORMAL DISTRIBUTION TO CONTROL CHART
- REFERENCES
- SELECTED BIBLIOGRAPHY
- Chapter 7: Preparing for Control Charts
- THE DATA ORIENTATION
- SAMPLING CONSIDERATIONS
- THE FREQUENCY OF THE SAMPLE
- CONTROL CHARTS - PRELIMINARY ISSUES
- OVERVIEW OF CONTROL CHART DEVELOPMENT
- CONTROL CHART FORM
- REFERENCES
- SELECTED BIBLIOGRAPHY
- Chapter 8: Variable Charts
- XBAR AND R CHART
- X AND MOVING RANGE (MR) CHART
- XBAR AND S CHART
- CONTROL CHARTS WITH SLOPING CENTER LINES
- CUMULATIVE SUMMATION (CUSUM) CONTROL CHARTS
- REFERENCES
- SELECTED BIBLIOGRAPHY
- Chapter 9: Control Charts for Attributes
- P CHARTS
- NP CHART
- C CHART
- U CHART
- THE WEIGHTED NUMBER OF DEFECTS (D) CHART
- REFERENCE
- SELECTED BIBLIOGRAPHY
- Chapter 10: Other Charts
- MEDIAN AND RANGE CHART
- DIFFERENCE CONTROL CHARTS
- MODIFIED CONTROLLED CHARTS
- CONTROL CHARTS BASED ON WEIGHTED AVERAGE
- THE GEOMETRIC MOVING AVERAGE (GMA) CONTROL CHART
- MISCELLANEOUS CONTROL CHARTS
- METHODS FOR CONTROLLING SEVERAL RELATED QUALITY CHARACTERISTICS
- STATISTICAL ALTERNATIVES TO CONTROL CHARTS
- EVOLUTIONARY OPERATION
- REFERENCES
- Chapter 11: Control Chart Signals
- COMMON VARIATION
- SPECIAL VARIATION
- THE RUNS TEST
- CONTROL CHARTS AND HYPOTHESIS TESTING
- OTHER OUT-OF-CONTROL INDICATIONS
- STATISTICAL ANALYSIS OF CONTROL CONDITIONS
- REFERENCES
- SELECTED BIBLIOGRAPHY
- Chapter 12: Process Control and Capability
- CAPABILITY ANALYSIS
- PROCESS AND MACHINE CAPABILITY
- STEPS FOR STUDYING PROCESS CAPABILITY - CONTROL LIMIT METHOD
- MACHINE CAPABILITY ANALYSIS USING CAPABILITY FORMS
- INTERPRETING CAPABILITY RESULTS
- CAPABILITY INDICES
- MOTOROLA S 6 SIGMA
- COMMENTS ON TRADITIONAL AND 6 SIGMA CAPABILITY
- REFERENCES
- SELECTED BIBLIOGRAPHY
- Chapter 13: Short-Run SPC
- DEFINITION
- CODED DATA
- TARGET VALUES
- SAMPLING CONSIDERATIONS
- SHORT-RUN VARIABLE CHARTS
- SHORT-RUN CONTROL CHARTS FOR ATTRIBUTE DATA
- INTERPRETATION OF SHORT-RUN CHARTS
- RECALCULATING TARGETS, NOT CONTROL LIMITS
- MEASURING CAPABILITY
- REFERENCES
- SELECTED BIBLIOGRAPHY
- Chapter 14: Distribution Shape and Stability
- CAPABILITY ANALYSIS AND NON-NORMAL DISTRIBUTION
- CAPABILITY ANALYSIS USING THE EXPONENTIAL DISTRIBUTION
- TRENDING PROCESSES AND CONTROL CHARTS
- SELECTED BIBLIOGRAPHY
- Chapter 15: The Measurement Process
- MEASUREMENT ERROR CONCEPTS
- DEFINITION OF MEASUREMENT ERROR TERMS
- BASIC MEASUREMENT ERROR ANALYSIS
- CONTROL CHARTS AND MEASUREMENT STABILITY
- MEASUREMENT ERROR ANALYSIS AND ADVANCED STATISTICAL METHODS
- LOADING THE COMPUTER SOFTWARE
- REFERENCES
- SELECTED BIBLIOGRAPHY
- Chapter 16: Machine Acceptance Overview
- OVERVIEW
- PROCESS POTENTIAL STUDY
- PHASE I: PRELIMINARY STUDY INVESTIGATING MACHINE WARMUP AND SUPPLIERS PREVIOUS STUDIES
- PHASE II: PRELIMINARY STUDY INVESTIGATING PROCESS STABILITY AND CAPABILITY
- PHASE III: RECOMMEND YESNO FOR ACCEPTANCE - A STUDY PREDICTING LONG-TERM CAPABILITY
- FINAL STEP
- USING THE COMPUTER: A FULL DESCRIPTION OF HOW TO USE MINITAB AND SPC WITH MACHINE ACCEPTANCE TYPE DATA
- TYPICAL PHASE II COMPUTER SESSION
- USING EDLIN
- OUTPUT FILE STORING AND NAMING
- SELECTED BIBLIOGRAPHY
- Chapter 17: SPC in Nonmanufacturing
- CRITERIA FOR SUCCESS
- REACTION VS. PROJECT PLANNING
- IMPLEMENTATION STRATEGY
- TOOLS
- PROCESS IMPROVEMENT
- AN SPC APPLICATION FOR STATISTICAL INVENTORY CONTROL
- ENACTING THE SIX SIGMA PHILOSOPHY INTO SERVICE ORGANIZATIONS USING SPC
- REFERENCES
- SELECTED BIBLIOGRAPHY
- Appendix A: Statistics
- Appendix B: Deming s Management Principles
- THE SEVEN DEADLY DISEASES
- Appendix C: Statistical Tables
- Appendix D: Common SPC Forms
- Bibliography
- Index
- Index_B
- Index_C
- Index_D
- Index_E
- Index_F
- Index_G
- Index_H
- Index_I
- Index_J
- Index_K
- Index_L
- Index_M
- Index_N
- Index_O
- Index_P
- Index_Q
- Index_R
- Index_S
- Index_T
- Index_U
- Index_V
- Index_W
- Index_X
- Index_Y
- Index_Z
- List of Figures
- List of Tables
- List of Examples
Six Sigma and Beyond: Statistical Process Control, Volume IV
ISBN: 1574443135
EAN: 2147483647
EAN: 2147483647
Year: 2003
Pages: 181
Pages: 181
Authors: D.H. Stamatis
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