Summary and Info
This reference manual is designed to help those interested in passing the ASQ’s certification exam for Six Sigma Green Belts, those who may need to train future green belts, and others who want a handy reference to the appropriate materials needed to conduct successful green belt projects. This latest entry in ASQ's popular series of handbooks explicitly follows the certification's Body of Knowledge and addresses each topic to exactly the level green belts need. From lean and project management to statistics and data analysis, the DMAIC process is explained in a clear and insightful manner. Figures, tables, references, and useful appendices only add to this book's comprehensiveness. Content: Front Matter CD-ROM Contents • List of Figures and Tables • Introduction: The ASQ Certification Process • Table of Contents •Part I. Overview: Six Sigma and the Organization 1. Six Sigma and Organizational Goals 2. Lean Principles in the Organization 3. Design for Six Sigma (DFSS) in the Organization •Part II. Six Sigma - Define 4. Process Management for Projects 5. Project Management Basics • 6. Management and Planning Tools 7. Business Results for Projects 8. Team Dynamics and Performance 9. Commonly Used Define Phase Tools •Part III. Six Sigma - Measure 10. Process Analysis and Documentation 11. Probability and Statistics 12. Collecting and Summarizing Data 13. Probability Distributions • 14. Measurement System Analysis 15. Process Capability and Performance •Part IV. Six Sigma - Analyze 16. Exploratory Data Analysis 17. Hypothesis Testing •Part V. Six Sigma - Improve & Control 18. Design of Experiments (DOE) 19. Statistical Process Control (SPC) 20. Implement and Validate Solutions 21. Control Plan •Part VI. Appendices Appendix A: ASQ Code of Ethics Appendix B: Six Sigma Green Belt Certification Body of Knowledge Appendix C: Control Limit Formulas • Appendix D: Constants for Control Charts • Appendix E: Areas under Standard Normal Curve • Appendix F: F Distributions • Appendix G: Binomial Distribution • Appendix H: Chi-Square Distribution • Appendix I: Exponential Distribution • Appendix J: Poisson Distribution • Appendix K: Values of the t Distribution • Endnotes • The Six Sigma Acronym List • Glossary • References Index
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